The final of the 20th "Google Cup" Student Entrepreneurship Competition of Shanghai Jiaotong University was held.

On the evening of December 19th, the final of the 20th "Google Cup" Student Entrepreneurship Competition of Shanghai Jiaotong University was held at the Global Roadshow Center of the School of Media and Communication. Wang Weiming, member of the Standing Committee of the Party Committee and vice president, Zhou Hongxing, deputy director of the Student Affairs Center of the Shanghai Municipal Education Commission, and Zhu Aimin, manager of the Education Cooperation Department of Google (China), attended the finals. More than 30 well-known venture capitalists, entrepreneurial tutors, venture capital tutors and entrepreneurial education scholars served as the final judges.

2018-12-20-1.jpg

Zhao Xu, Executive Vice President of Entrepreneurship College, Du Jinning, Vice President of Entrepreneurship College and General Manager of University Science Park, Chen Jiangping, Director of Student Innovation Center, Wang Liwei, Vice President of School of Mechanical and Power Engineering, Li Jinxiang, Deputy Secretary of Party Committee of School of Electronic Information and Electrical Engineering, Xu Yibin, Deputy Secretary of Party Committee of Antai school of economics and management, Wu Chao, Head of Student Work of Design College, Zhang Zhigang, General Manager of Zero Bay Venture Capital Co., Ltd., Li Hourui, Deputy Director of News Center of Party Committee Propaganda Department, and other nearly 300 teachers and students watched the final.

2018-12-20-2.jpg

Zhu Aimin first delivered a speech for the contest finals on behalf of Google. He reviewed the good cooperative relationship and history between Jiaotong University and Google in the past ten years, and spoke highly of the outstanding achievements made by Jiaotong University in the field of innovation and entrepreneurship education. He said that under the background of signing a cooperation agreement between Shanghai Jiaotong University and Google, Google will continue to support Jiaotong University to carry out innovation and entrepreneurship competition in the future and continue to explore and broaden the cooperation areas of innovation and entrepreneurship education.

2018-12-20-3.jpg

2018-12-20-4.jpg

2018-12-20-5.jpg

Subsequently, seven projects that participated in the final public welfare special competition, practice special competition and business plan competition appeared in turn, bringing wonderful roadshows to the audience. After fierce roadshow competition, in the voting session, more than 30 judges voted through the online voting system to select the final ranking.

2018-12-20-6.jpg

2018-12-20-7.jpg

2018-12-20-8.jpg

2018-12-20-9.jpg

2018-12-20-10.jpg

In the end, the project of "Research and development of fundus camera for screening and diagnosis of diabetic retinopathy" in the School of Design won the gold medal and the best popularity award in the Entrepreneurship Plan Competition, and the project of "ALWhales intelligent whale control system: the leader of micro-industrial wisdom and things" in the School of Electronic Information and Electrical Engineering won the gold medal in the practical special competition, and Antai school of economics and management’s "Sublimation: the solution of asymmetric information for students from Hong Kong, Macao and Taiwan to enter mainland universities" won the best public welfare award in the public welfare special competition. Wang Weiming, Zhou Hongxing, Zhu Aimin, the leaders of the organizing committee, departments and departments and the leaders of the final team presented awards for the winning projects.

2018-12-20-11.jpg

During the finals, the unveiling ceremony of the first batch of departments of Shanghai Jiaotong University, "Huigu Innovation and Entrepreneurship Studio", was held. Combined with the organization, mobilization and previous accumulation of this Google Cup Business Plan Competition, the first batch of department studios were established in the School of Electronic Information and Electrical Engineering, the School of Mechanical and Power Engineering, and the School of Materials Science and Engineering. Relying on the studio, the Entrepreneurship College, the University Science Park, the Student Innovation Center, the Youth League Committee and relevant departments will carry out all-round cooperation in the fields of personnel training, Industry-University-Research platform construction, project joint declaration, etc., and build the studio into an important platform for students’ innovation and entrepreneurship practice, project and team incubation, school-enterprise cooperation and promoting the industrialization of scientific and technological achievements.

2018-12-20-12.jpg

Wang Weiming made a concluding speech for the contest. He congratulated the winning team and thanked Google for its strong support and the hard work of the final judges and counseling experts. He pointed out that although there are winners and losers in the competition, the experience, thinking and growth gained by the participating students in the competition are the most precious wealth. I hope that students can cultivate innovative spirit and entrepreneurial thinking through the business plan competition. He pointed out that the school attaches great importance to innovation and entrepreneurship education. Since 1999, the first business plan competition has been held. In the past 20 years, the business plan competition has become the "top competition" for campus entrepreneurship. He emphasized that the cultivation of innovative and entrepreneurial talents is the global trend in the future. I hope that as a "powerful generation", Jiaotong University students will inherit the blood tradition of innovation and entrepreneurship in Jiaotong University and use it to build dreams. The school will also promote innovation and entrepreneurship education with greater determination and courage. Support more Jiaotong University students to fly their dreams of innovation and entrepreneurship. 

In order to implement the Implementation Opinions of the General Office of the State Council on Deepening the Reform of Innovation and Entrepreneurship Education in Colleges and Universities (Guo Ban Fa [2015] No.36), thoroughly implement the entrepreneurship training plan for college students, expand the coverage of entrepreneurship education, and promote the cultivation and transformation of entrepreneurship projects, the Entrepreneurship College, the Academic Committee (Youth League Committee), the Propaganda Department of the Party Committee, the Graduate School, the Academic Affairs Office, the Student Innovation Center, the National University Science Park, and No.0 Bay formed an organizing committee on. Since the launch of the contest, 76 projects from 19 departments have signed up for the competition. After the preliminary examination, semi-finals and semi-finals, seven teams have finally entered the finals.

Attachment: List of winners of the 20th "Google Cup" Student Entrepreneurship Competition of Shanghai Jiaotong University.

(1) Business Plan Competition

Gold medal:

Development of fundus camera for screening and diagnosis of diabetic retinopathy (design)

Silver award:

Thermal Prophet: High-precision heat treatment process design software (material)

Energy-efficient deicing inspection robot for power grid (mobile)

Bronze award:

Intelligent driving wizard-data-driven vehicle driving APP (ship building)

I am a big coffee (Institute of Electric Power)

Scheme: Event Planning and Management Solution (Michigan)

Turning waste into treasure-a new technology for agricultural waste treatment (agricultural students)

SJTU-Walker multifunctional unmanned platform (low-carbon in China and Britain)

(2) Practice events

Gold medal:

ALWhales intelligent whale control system: the leader of micro-industrial intelligent IOT (Electric Power Institute)

Silver award:

RUNOX (Dianyuan)

Bronze award:

MBR Membrane Tank: Individualized Sewage Treatment Plant (Health Department)

Chance & Better (Electric Power Institute)

(3) Public welfare special events

Best public welfare award:

Sublimation: A Solution to the Information Asymmetry of Hong Kong, Macao and Taiwan Students Going to Mainland Universities (Antai)

Public welfare innovation award:

SteamCaster- Science and Technology Education Development for Primary and Secondary School Students (Dianyuan)

University "Pills": a mental health service platform represented by college students (materials)

Furry love: finding a permanent home for stray animals (biomedical workers)

(4) winning prize

Magic Violin magic clothes (Antai)

Evaluation and application of intelligent logistics system based on unitized recycling box (mobile)

Preparation of chip-level crystalline silicon based on original silane method (chemical industry)

Liqing-One-stop solution for urban solid waste rejuvenation (agricultural students)

MN microneedle technology-the change of the use of skin care products (agricultural students)

Small household multifunctional greenhouse (agricultural) based on photovoltaic sunshade net

Bookstore Planet Alliance (Wenchuang College)

"joji Intersection" Cultural Creativity (Design)

Zero Loss High Performance HTS Cable (Physics)

Turning waste into treasure: environmental enzymes save the earth (medical college)

Explore into the CMA super black light factory empowered China Star flagship SUV Xingyue L

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

[Shaanxi car buying network news] On the occasion of the 30,000 of Xingyue L rolling off the assembly line, Geely Automobile adheres to the service concept of "user-centered", continues the concept of "no comparison, no try, no sale" IP and "open door car building" of China Star, and walked into China Star · CMA Super Black Light Factory – Xi’an Manufacturing Base on October 15 to explore the technical strength behind Xingyue L’s high-value products, "Why China Star · Flagship SUV Xingyue L is worth waiting for".

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

Xi’an Manufacturing Base is the world’s first full-architecture, full-energy, full-car super intelligent black light factory. It is also Geely Automobile’s largest vehicle production base with the largest area, the largest investment, the most high-end products, the most advanced technology and the highest degree of intelligence. It integrates digitalization, automation, intelligence and flexibility, and can realize black light unmanned production. The Xi’an Manufacturing Base covers an area of 2,260 acres and has a total investment of over 10 billion yuan. It has four workshops: stamping, welding, painting and final assembly. It is mainly responsible for the production and manufacturing of CMA and SEA architecture models. The construction of production lines and manufacturing systems fully meets European Union standards. The equipment, manufacturing process and technology leadership of the four workshops have reached the world’s first-class world-class factory standards.

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

According to Geely’s official introduction, in Xingrui’s sales volume, the sales volume of high-end models reached 65%, and the transaction price of main models reached 13-130,000 yuan; in Xingyue L’s sales volume, the sales volume of high-end models reached 62%, and the average transaction price of all models reached 170,000 yuan.

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

"The mission of China Star is to create a high-end road for Chinese cars with the courage to do things and join hands with many users. It is to break the monopoly of strong joint venture brands and constantly use high-end products to fight for the value of Chinese cars. It is to be the world’s mainstream and play the strongest voice of Chinese brands with high-end mainstream." Now, after two months of selling, Fan Junyi, executive deputy general manager of Geely Automobile Sales Company, believes that Xingyue L has met expectations.

Black light factory reshapes China’s highest automotive value standard

When the Xingyue L was listed, Geely defined it as "a new benchmark for high-end value of China’s flagship SUV". For this title, Geely’s confidence can be derived from the Xingyue L production base – Geely Xi’an Manufacturing Base, which is the world’s first full-architecture, all-energy, all-car super intelligent black light factory.

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

Entering this brand-new factory, like a traditional automobile factory, Geely’s Xi’an manufacturing base is also composed of four parts: stamping, welding, painting, and final assembly. However, the obvious difference is that these workshops are basically busy with various robots.

The stamping workshop uses a "five-sequence fully automatic stamping process" and is equipped with 2 high-speed fully automatic continuous stamping production lines. The entire stamping process is completed in a confined space without the participation of a single worker. Also in the welding workshop, there are 16 ABB robots, and different body parts are sent from the assembly line to a fixed position, and then welded and assembled by multiple welding robots. The whole process is also not manually involved. The final assembly workshop uses a world-class "chassis overall automatic assembly" process, which can automatically tighten 46 sets of bolts synchronously at a time, with an accuracy control of within 0.15mm, and the tightening data can be monitored online.

As Geely’s latest automobile production plant, the Xi’an base not only has the largest floor area, but also Geely’s first electrified digital super factory.

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

It is understood that as a native factory in the era of 4.0 comprehensive architecture vehicle manufacturing, Geely Xi’an Manufacturing Base can not only produce CMA-based Xingyue L, but also support the production of SEA-based products, which can meet the flexible and intelligent co-line production of 3 platforms and 6 models. That is, it can produce fuel vehicles, pure electric and hybrid vehicles. The factory can realize fully automatic turntable and switching library for model switching, and it only takes 1 minute to switch between different models.

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

As the name implies, a black light factory is a factory that can produce normally when the lights are turned off, which mainly relies on the factory’s highly intelligent and highly automated production technology. According to reports, the main processes of stamping, welding, painting and other major processes of Geely Xi’an Manufacturing Base have achieved 100% automated manufacturing. The entire production process is managed by the AI management system of vehicle manufacturing, and under the application of big data and 5G technology, every quality link can be accurately controlled.

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

It meant that during the production process of each car, the tightening of a certain screw and the welding time of the welding point could be recorded digitally. Moreover, the automatic production line of the main process also ensured the consistency and precision of the vehicle production. For example, the cumulative error of the parts of the Xingyue L was within 0.5 mm, which was equivalent to the accuracy error of half a hair.

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

"Due to the impact of the epidemic and chip supply shortage in some parts of China and overseas, I’m sorry to keep many Xingyue L customers waiting for a long time. At present, we are coordinating global supplier resources, adjusting the production plans of each base in real time, and making every effort to ensure the production of China Star products. We strive to deliver Xingyue L to users as soon as possible."

The 30,000 Xingyue L was successfully rolled off the production line at Geely Automobile’s Xi’an Manufacturing Base. Behind the hot-selling Xingyue L is the quality assurance of the CMA super factory. It is Geely’s first technology-led, ecological-led and talent-led super factory that has the confidence of Geely to "build world-class cars", which not only enhances Geely’s competitiveness in the field of intelligent manufacturing industry, but also leads Chinese auto brands to go global. On the 30,000 of Xingyue L rolled off the production line, Geely’s Xi’an Manufacturing Base ushered in its first opening.

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

Geely’s current state-of-the-art smart factory

The Xi’an manufacturing base covers an area of 2260 mu, with a total investment of over 10 billion. It has four workshops of stamping, welding, painting and final assembly, with a maximum annual production capacity of 360,000 units. It is mainly responsible for the production and manufacturing of CMA and SEA architecture models, and the construction of production lines and manufacturing systems fully meets European Union standards. Currently only "China Star · Flagship SUV" Xingyue L.

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

Xi’an Manufacturing Base is the world’s first full-architecture, full-energy, and full-car super intelligent black light factory. It is also Geely Automobile’s vehicle production base with the largest footprint, the largest investment, the highest-end products, the most advanced technology, and the highest degree of intelligence. It integrates digitalization, automation, intelligence, and flexibility, and can realize black light unmanned production. The black light factory is a literal translation of "Dark Factory", that is, a smart factory. It can realize highly automated production in the state of black light, and the main processes such as stamping, welding, and painting have achieved 100% automated manufacturing. At present, the factory has less than 2,000 employees.

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

As a native factory in the era of 4.0 comprehensive architecture vehicle manufacturing, Geely Xi’an Manufacturing Base can not only produce CMA architecture Xingyue L, but also support the production of SEA architecture products, meeting the flexible automatic and intelligent co-line production of 3 platforms and 6 models. The production models include pure electric, hybrid and fuel vehicles. At the same time, the fully automatic turntable and switching library are used for model switching, and the model switching takes only 1 minute. New cars can be flexibly scheduled when needed in the future.

At the same time, the factory has established an electronic file for each car, from the core parts information, software and hardware equipment, equipment parameters and quality parameters of each link, can be tracked and recorded in real time, and any quality problems can be traced back. Vehicle data is uploaded to the cloud in real time, the MES system generates 3.60 million pieces of data (including pictures and images) a year, the data is uploaded to the cloud in real time, a car is uploaded 3 trillion a day, and the factory will upload 5600TB of data a year.

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

Wang Ying, general manager of Geely Automobile Xi’an Company, said: "Due to the impact of the epidemic and chip supply shortage in some parts of China and overseas, I am sorry to keep many Xingyue L order users waiting for a long time. At present, we are coordinating global supplier resources, adjusting the production plans of each base in real time, and making every effort to ensure the production of China Star products. We strive to deliver Xingyue L to users as soon as possible. As the first IATF member in Asia, Geely actively participates in the formulation of international Quality Standards. The Xi’an factory will also implement the TQS full-process competitiveness quality management system based on IATF, providing quality assurance for building a world-class car, and helping Geely Automobile fight for the value of Chinese automobiles."

Xu Dongwei, deputy general manager of Geely Automobile Sales Company, said: "China Star · CMA Super Factory is the world’s first super intelligent black light factory with full architecture, all energy and all models. China Star’s mission is to fight for the value of Chinese cars. Behind this confidence, in addition to the excellent genetic empowerment of the CMA Super Matrix, the world-class factory is also a quality assurance. The Xi’an factory is a native factory born for the era of 4.0 comprehensive architecture car manufacturing. It can achieve highly automated production under black light conditions. The automation rate is as high as 100%. 696 robots work together to ensure the cumulative error between parts is ± 0.05mm., highlighting the advanced nature and technology of China Star · CMA Super Factory."

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

"China Star" continues to sell well, and has won a large number of user fans from the joint venture, becoming a high-value choice for users to buy cars, gradually reversing the brand definition bias of consumers "over 100,000 yuan should buy joint ventures, not independent". On behalf of Chinese brands, they have successfully entered the hinterland of joint venture prices and continue to lead Chinese auto brands upward. China Star allows users to own no longer just one car, but a car that brings the full value chain rights and interests of hardware + software + services, and newly defines the "China Star" style of beautiful car life.

Not only a smart factory, but also a green factory

The Xi’an manufacturing base is also a green ecological factory with zero pollution in the manufacturing life cycle. The concept of sustainable development empowers "manufacturing" and "nature" to coexist harmoniously. The super factory located on the edge of the Jingwei Wetland in Gaoling, Xi’an has a green area of 296,000 square meters, a greening rate of 20%, and 29 kinds of tree landscapes are planted.

The manufacturing cycle can achieve a "three-zero" green cycle system with 0 wastewater discharge, 0 waste landfill, and 0 harmful emissions. In addition, Geely plans to build a 400,000-square-meter super photovoltaic power generation system by 2022, with an annual power generation of 66 million degrees, an annual saving of 25,072 tons of standard coal, and a reduction of 62,482 tons of carbon dioxide. The energy emission reduction effect is equivalent to planting 3,274 hectares of forests.

Xingyue L is fully recognized by the market, and the average transaction price 170,500/month sales volume exceeds 10,000

Geely Xingyue L is equipped with a standard Drive-E 2.0TD engine, which combines strong power and fuel economy. It is also equipped with the domestic first BorgWarner sixth-generation electro-hydraulic four-wheel drive system, intelligent digital cockpit, autonomous driving technology application, and ANC active noise reduction technology, providing users with a leapfrog driving experience.

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

Xingyue L was born in the world’s first full-architecture, full-energy, full-car super intelligent black light factory, applying Geely’s best car-making technology, listed for more than two months, selling 26,263 vehicles, accumulating orders over 60,000 vehicles, end point A car is hard to find, and the car needs to be queued.

It is worth noting that in the proportion of Xingyue L sales, high-end models accounted for 62% of sales, more than 40% of users chose the value of 5000 Cuiyu radiant suit, the increase in exchange rate reached 62%, the average naked car transaction price of all models is also as high as 170,500 yuan, successfully entered the joint venture brand "price hinterland".

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

Xu Dongwei, deputy general manager of Geely Automobile Sales Company, said: China Star’s products are being recognized by more and more consumers with their disruptive product strength, becoming a high-value choice for users to buy cars, ushering in a double harvest of sales and word-of-mouth. As the flagship series of Geely brand models, "China Star" achieved a total of 21,520 sales in September, accounting for 25% of Geely brand product matrix sales. Among them, "China Star · Flagship Coupe" Xingrui sold a total of 10,173 units in September, and sold a total of 95,726 units in the first nine months of this year. The total sales volume in the 11 months since its listing has exceeded 110,000.

At the end of this month, Geely Automobile will release its global power brand, an important component of which is the Geely GHS2.0 intelligent hybrid system, which can achieve 43.32% of the world’s highest thermal efficiency, more than 40% fuel saving rate, and full power OTA, achieving global leadership in power, intelligence, and fuel consumption.

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

The GHS 2.0 smart hybrid system will first be carried on the "China Star", so the Xingyue L produced by the Xi’an factory will inevitably be carried. In the next three years, more than 10 models of Geely will be carried one after another. In addition, this set of hybrid technology and the entire "China Power" will be exported abroad, and the "China Power" will be supplied to the world for the first time.

Fan Junyi, executive deputy general manager of Geely Automobile Sales Company, said: "The mission of China Star is to create a high-end road for Chinese cars with the courage to do things. It is to break the monopoly of strong joint venture brands and constantly use high-end products to fight for the value of Chinese cars. It is to be the world’s mainstream and play the strongest voice of Chinese brands with high-end mainstream. In the future, Geely will continue to provide users with more valuable products and services that exceed demand. At the same time, it will also give more power to define products and services to users, and create and share everything with users."

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

This year, Geely’s sales have now exceeded one million, and it has achieved annual sales of over one million for five consecutive years. In addition to bringing new product value to users, Chinese brand mid-to-high-end SUVs have also achieved a lot of experience in user co-creation. User co-creation is also Geely’s next priority.

In terms of brand, Geely Automobile released the "we" user brand in June this year, and each product has its own values. For example, the "dare to do" of China Star users, Emgrand’s upward, etc. In addition, there are our music festivals, our basketball, and other user activities based on user requests and their own hobbies, which consolidate the "we" brand IP, so that users can create and penetrate into every link and every cell of Geely Automobile.

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

It is understood that in order to schedule production as soon as possible, the Xi’an factory will operate at full capacity to ensure production capacity, ensure delivery with efficient and high-quality production, strictly control quality, and maintain a safety line. All efficiency improvements will be based on creating the best products to ensure that every new car that leaves the factory is to the extreme, and make every effort to satisfy users. At the same time, in order to solve the current supply pressure facing the overall market and ensure that more users can pick up the car as soon as possible, the "Xingyue L two-wheel drive Zhizun type" has been launched recently. In the current two-wheel drive flagship, the average waiting period exceeds 90 days, and the launch of the two-wheel drive Zhizun type has greatly shortened the pickup cycle to about 45 days.

Dare to be, constantly create high value for users, and be the Chinese star of the times

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

Four leading technology blessings, CMA super black light factory empowers China Star · flagship SUV Xingyue L

Recommend Meitu’s Pinterest, how to rely on machine learning to attract attention?

Recommend Meitu's Pinterest, how to rely on machine learning to attract attention?

Freestocks/flickr

Pinterest, which has 100 million monthly active users, is increasingly relying on machine learning to help uncover new internet insights.

Users around the world visit Pinterest to explore, save, and share photos and articles. Help users find content they love, and users will naturally be retained: 30% of interactions on Pinterest and 25% of Pinterest internal purchases come from Pinterest-recommended content. To recommend the right content, Pinterest uses state-of-the-art, data-driven technology and conducts a lot of experimentation.

So how does Pinterest use machine learning?

Mohammad Shahangian, lead discovery science engineer at Pinterest, said: "My main job is to find a way to solve the content discovery problem. We experiment with very small changes to the algorithm, and every attempt has an improvement or a downside."

Exclusive advantage: based on interest

Recommend Meitu's Pinterest, how to rely on machine learning to attract attention?

TheStreet

In fact, this is not unrelated to the characteristics of Pinterset: one of its strengths is that Pinterset is a community built around users’ interests, and users will sort the products, articles, and images they find on the Internet by interest.This means that instead of guessing a user’s interests by clicking patterns or time spent on a page, as other social networking sites do, Pinterest can directly use algorithms to measure the relationship between 75 billion entries in its database that are likely to be grouped under the same interest.

"Many companies try to derive user interest from inputs or signals," says Mr. Shahangian. "But on Pinterest, users clearly signal what they are interested in."

Users who visit Pinterest continue to add to the social landscape of users, collected items, and favorite boards. This data allows Pinterest to provide more accurate content for user homepage feeds, search results, and related content recommendations. Recommendations based solely on what users care about are not ideal, and recommendations for similar content are easy to repeat.

For Mohammad Shahangian, "If you collect one kitchen sink, should we recommend more sinks or something that will make your kitchen look new?"

Constantly testing in practice

To make these decisions, Pinterest engineers experimented with a variety of machine learning algorithms. They studied how well these algorithms worked on related and unrelated items, and how they affected the active levels of real users.

Mohammad Shahangian said: "We do experiment directly on Pinterest, but a lot of times we do a lot of preparation before experimenting."

Of course, there is no way to know whether a user will like the new recommendation without conducting actual testing. "I can’t pay someone to tell me whether a user will like the new recommendation," says Mohammad Shahangian. But by studying whether the content recommended by the algorithm will be classified as an interest by real users, it is relatively reliable.

Previously, Pinterest changed the message flow on the user’s homepage from purely chronological attention to the user’s message, to an algorithm-generated message flow, which increased the user’s active level by one-fifth to one-tenth. Subsequent algorithm improvements will bring additional improvements.

"Pinterest has come a long way throughout the improvement process," says Mr. Shahangian. "Personalisation has greatly increased user engagement rates."

Improved image search function

Pinterest has also been improving image search to help users better find similar images. Pinterest engineers worked with researchers at the Vision and Research Center at the University of California, Berkeley, to develop the technology. It now uses deep learning algorithms to automatically identify objects in images. This way, users can click on those objects to find relevant items in Pinterest.

Dmitry Kislyuk, a visual search engineer at Pinterest, said: "This is not a classification algorithm to distinguish between cats and dogs. We want to find similarities between images in real time."

He says the visual search tool works well for finding home decorations and fashion items in Pinterest, and in the future Pinterest hopes to improve its auto-sorting function to better serve other search needs, such as helping users find new recipes that are similar.

Speaking about using deep learning to classify images more efficiently, Pinterest visual search engineer Andrew Zhai said: "I think our model will become more semantic and better."

While Pinterest engineers focus on perfecting object recognition and search, they also plan to develop an app that will allow smartphone users to photograph real-world objects and then get recommendations for related items on Pinterest.

"The field of deep learning, computer vision is very exciting right now," says Mr. Kislyuk. "The world is changing so fast that top technologies change every two months."

Via fastcompany

Recommended reading:

Pinterest completes Series G financing, the total amount of 553 million US dollars does not meet expectations

The designer who created the classic look of Apple Mac will join Pinterest to be responsible for product design

Leifeng.com’s original articles are prohibited from being reproduced without authorization. For details, please refer to the instructions for reprinting.

Huangshi Xingtu Eta Ursae Majoris is on sale! The maximum discount is 15,000, and the promotion is limited.

We are pleased to announce that a special promotion is under way in car home Huangshi Special Promotion Channel. As a model that has attracted much attention, the starting price of Starway Eta Ursae Majoris in Huangshi has dropped to 137,800 yuan, and the highest discount is as high as 15,000 yuan. This is a very attractive offer. We suggest that you click the "Check Car Price" button in the quotation form to get more specific offer information.

https://car2.autoimg.cn/cardfs/product/g25/M04/EF/98/autohomecar__ChtliGOqTiOAI0eSABuCfT4wkTo420.jpg

Starway Eta Ursae Majoris is an SUV full of modernity and technology, and its design is highly recognizable. The lines of the whole vehicle are smooth, the front face design is unique, and the air intake grille is decorated with a large area of chrome, showing a luxurious atmosphere. The body lines are smooth, the roof lines are smooth, and the overall style is fashionable, showing quality and taste. The dynamic lines on the side of the car body and the smooth roof lines show the sense of movement and fashion of the whole car. The tail design is simple and generous, and the taillights use LED light source, which greatly improves the driving safety at night. In addition, Starway Eta Ursae Majoris is also equipped with intelligent induction tailgate, which makes the whole vehicle more convenient and practical. Generally speaking, the exterior design of Starway Eta Ursae Majoris is full of science and technology and modernity, showing the luxury and quality of the brand, and it is a model that people can’t ignore.

https://car3.autoimg.cn/cardfs/product/g25/M06/EF/98/autohomecar__ChtliGOqTiKAKx5BABwZZkL6rCg861.jpg

Starway Eta Ursae Majoris is a medium-sized SUV with a body size of 4781*1920*1671 and a wheelbase of 2815mm, which provides spacious and comfortable seating space for passengers. The front tread is 1641mm and the rear tread is 1642mm, which effectively improves the stability of the vehicle. The car uses 235/55 R19 front and rear tires, which provides better handling and stability for the driver. The body lines are smooth, and the side contour lines are simple and smooth, showing a fashionable and atmospheric design. At the same time, the rim style is also very unique, adding a sense of movement to the vehicle.

https://car2.autoimg.cn/cardfs/product/g25/M00/7B/22/autohomecar__ChxkqWOqTgCAHVlyABSn-G8JJSg040.jpg

The interior design of Starway Eta Ursae Majoris is simple and elegant, made of high-quality materials, creating a luxurious and comfortable driving experience. The steering wheel is made of genuine leather, which feels comfortable and supports manual adjustment up and down and back and forth, so that drivers can easily find the best driving posture. The size of the central control screen reaches 12.3 inches, and the display effect is clear. It supports the voice recognition control system, including multimedia, navigation, telephone, air conditioning, skylight and window, which is convenient for drivers to operate. Both the front row and the rear row are equipped with two USB/Type-C interfaces, as well as the wireless charging function of the front row mobile phone, to meet the various use needs of drivers and passengers. The seat is made of imitation leather. The main driver’s seat supports front and back, backrest and height adjustment, the co-pilot’s seat also supports front and back and backrest adjustment, the second row of seats supports backrest adjustment, and the rear seats can be scaled down, providing more flexible space layout for drivers and passengers.

https://car2.autoimg.cn/cardfs/product/g25/M01/EF/98/autohomecar__ChtliGOqTh-AJlbHABKYiy2b_Qk023.jpg

Starway Eta Ursae Majoris is equipped with a 2.0T 261 horsepower L4 engine with a maximum power of 192 kW and a maximum torque of 400 N m.. This engine has strong performance and can provide an excellent driving experience. At the same time, with the 7-speed wet dual-clutch gearbox, the shift is smooth and fast, making driving more comfortable and smooth.

In the evaluation of car home car owners, we can see that the design of Starway Eta Ursae Majoris is highly praised. He described this model as "a gasoline car but a new energy car" and praised the design of the side and rear of the car body as "particularly beautiful, and the more you look at it, the more durable it is". This is enough to prove the intention and innovation of Starway Eta Ursae Majoris in design. As a newly listed vehicle, it not only adopts hybrid technology in the power system to achieve the goal of low fuel consumption and zero emission, but also breaks through the framework of traditional gasoline vehicles in appearance design, showing its unique charm. These characteristics not only satisfy car owners, but also provide a new choice for other consumers. It can be said that the appearance of Starway Eta Ursae Majoris has brought a new wave to the whole automobile market, and also brought more diversified car purchase options to consumers.

The new forces of children’s fashion aesthetic education rise. 2020 China Children’s Model Competition shines in Zhengzhou.

  300 cities linked together, more than 10w families followed online, and 30,000 children models participated in the recruitment. After three months of sea selection and promotion, they entered the city finals. Finally, 300 children stood out and appeared at the opening ceremony of the 2020 Star Power China Children Model Competition held in Zhengzhou from August 14 to August 16, opening the summer of hipsters. According to reports, the youngest player participating in this competition is only 3 years old.

  Unlimited fashion style in the ultimate game of breaking the circle

  In 2020, with the special background of the epidemic, the domestic children’s fashion industry was forced to press a pause. The suspension of classes made many babies lose the opportunity of outdoor activities and physical and mental growth, and the epidemic invisibly put pressure on all families. Famous research institutions say that when pressure comes, the body is the source of strength, and a confident and expansive posture can have a magical positive impact on our mood and state. In this context, it is known as the "high-profile fashion festival", and the 2020 Star Power China Children’s Model Competition is the first. It is not easy to realize the linkage of 100 cities and achieve a new breakthrough in the scale of the event. Burning Star adheres to the high standards of internationalization of the competition. In addition to physical training, temperament experience and comprehensive quality of fashion during the competition, it also customizes the most likely development path of professional models for each player.

  With the theme of "Stars Burning Teenagers" and "A Midsummer Night’s Dream", the contest is divided into children’s group, teenagers’ group, teenagers’ group, youth group, children’s group, preschool group, school-age group and schoolchildren’s group, which has aroused repercussions in children’s modeling, fashion and entertainment circles. As an authoritative children’s competition in the fashion world, it not only allows the audience to enjoy the international charming T-show at close range, but also makes all the young players present feel the professionalism and gas field of professional supermodels.

  A dazzling "summer" Starlight Glimmer shines.

  This is a stage where dreams come true. The competition includes individual awards, top ten contestants, top ten contestants and third runner-up. The selection is made through parent-child group, dress group, fashion suit group, team competition and other links, and the supermodel jury selects a small fashion ICON with the tonality of the competition. The competition is accompanied by online and offline tracking reports, and the new media interacts all the time. Every child has his own starlight moment. In addition to the presence of stars to help out, the contest was directed by Li Pei. The dance beauty design of the national finals is even more ingenious, more scientific and dreamy, and moves towards the future with rhythm points and colorful lights. Designer Feng Sansan Haute Couture Show and DK Haute Couture Show are strongly linked.

  Kang Ying, a member of the Children’s Model Working Committee of China Textile and Clothing Education Society and the founder of Burning Star Power, graduated from Beijing Institute of Fashion Technology. She has participated in China International Fashion Week, China International Auto Show, Haixi Fashion Week, Beijing International Film Festival, etc., and is good at designing women’s wear, professional wear, wedding dresses, etc. She studied fashion making in Liu Kaihong, a dragon robe maker in Fan Bingbing, and is a contracted model of Beijing New Ideas Model Company. Adhering to the concept of "helping your dreams", the instructor team of Burning Star Power comes from professional teachers from Beijing Institute of Fashion Technology, Shanghai Donghua University, dalian polytechnic university and other domestic authoritative universities, and has established a standardized curriculum system, a high-end output platform and a unified operation and management model, becoming a leading brand in the industry. Let every child have the opportunity to participate in large-scale performances, competitions, fashion weeks, and even professional child stars.

  "Generation Z" Debut, Interpreting Fashion Ideas

  China king of the children Liu Jiandong, founder of showkids, China’s chief children’s model contest, also attended the event. He promised that 60 elite contestants of this contest would have the opportunity to participate in the children’s fashion Oscar in October, and they would have a decisive battle for the National Day and a master’s duel. With the help of showkids, the "Z generation" is about to debut.

  As the cradle of cultivating children’s models, Burning Star Power International Tong Mo Training is a gathering place for professional children’s model talents in China at present. It is an art training school integrating the selection, training, export, Shang Yan, competition and exchange of children’s models, and it is a helper of China’s aesthetic education system. Burning Star Power Art Development Co., Ltd. was officially opened to join in 2019. Up to now, it has covered more than 80 stores in Shandong, Shanxi, Henan, Hebei, Inner Mongolia, Jilin, Hunan, Anhui, Langfang and surrounding provinces, cities and counties. It is estimated that the national chain will exceed 100 in 2021. In the future, Burning Star will join the comprehensive reputation courses such as clothing collocation, color collocation, floral art, tea culture and western etiquette.

Is it more expensive to change TV screens than to buy a new TV? Insiders: overhaul of digital products is not recommended.

  Recently, a video about the price of changing TV screens exceeded that of buying a new TV, which attracted attention. Many consumers are puzzled that the cost of changing TV screens has reached 70% to 80% or even exceeded the price of the whole TV. In this regard, some people in color TV companies said that it is normal to change the screen more expensive than buying a new TV. Especially for low-end TVs with lower prices, the screen cost accounts for a higher proportion of the whole machine price. If you add increasing labor costs, the screen change price will exceed the price of new machines.

  Professionals also remind consumers that from a technical point of view, it is not recommended to replace the core components of digital products separately, and it is not recommended to change the screen of TV sets that have been used for a long time.

  Why does it cost 4600 yuan to change the screen of a TV bought for 2700 yuan?

  Recently, a video of "2,700 yuan to buy a TV replacement screen actually needs 4,600 yuan" has attracted attention. The author said in the video that he spent 2700 yuan to buy a 75-inch TV set, but the accidentally broken screen needs to be replaced. After contacting the official customer service of the manufacturer, the price of changing the screen was as high as 4600 yuan. Consumers are dissatisfied with this. "Why is the price of changing a screen so much more expensive than buying a new machine?" The consumer said that he understood the fact that the TV screen can account for 70% to 80% of the cost of the whole TV set, and he could accept it if he spent more than 2,000 yuan on maintenance, but why did he quote as much as 4,000 yuan?

  In this regard, the Beijing Youth Daily reporter got in touch with the relevant personnel of a color TV manufacturer. The other party said that it is true that the TV screen can account for 70% to 80% of the cost of the whole TV set, but consumers ignored the labor cost of changing the TV screen. In the era of intelligent production, it is not surprising that the labor cost of the same process is much higher than that of automatic production. According to industry practice, the labor cost of changing the screen of 75-inch TV will not be less than 2000 yuan.

  TV LCD screen accounts for 70% to 80% of the total cost.

  It is understood that TV screen is the biggest cost in TV production. Since the popularization of LCD TV, the cost of LCD screen can account for 60% to 70% of the total cost of the whole machine. If the module cost closely related to the screen is added, the proportion will even exceed 80%. In recent years, with the development of technology, although the proportion of screens has declined, it is still an absolute big head.

  With the continuous promotion of panel localization, the cost of LCD screen has dropped rapidly, and the market price of LCD TV has also dropped sharply. This is why the 75-inch LCD TV only sells for more than 2,000 yuan, which is only equivalent to the price of a low-end mobile phone. However, this has also caused new problems, that is, the ratio of labor cost to TV price in TV after-sales maintenance is getting higher and higher, so consumers often complain that TV maintenance price is even higher than buying a new machine.

  The reporter of Beiqing Daily inquired from the Internet that in recent years, consumers have repeatedly vomited or complained about this matter online. In May last year, Shaoxing consumer Ren Shifu spent 3,450 yuan to buy an LCD TV. Because the inner screen was broken, it needed to be changed. As a result, he was told that it would cost 3,400 yuan to change the screen. In December, 2021, Ms. Wang, a consumer in Chengdu, reported to the media that the Xiaomi TV she bought just had a three-year warranty, and there was a screen splash phenomenon. In the after-sales process, Ms. Wang was told by Xiaomi TV maintenance personnel that "only the screen can be changed", and the overall cost was over 3,000 yuan, accounting for about 80% of the original price of the TV. "It’s too exaggerated, which is to let consumers give up maintenance."

  Digital products often have the problem that the maintenance price exceeds the new machine.

  In fact, it is not a TV "patent" that the maintenance price exceeds the new machine. In the interview, the reporter of Beiqing Daily learned that there are many similar problems in digital products with high degree of automatic production, especially the replacement of core components with high cost, and the total price often reaches or even exceeds the price of buying new machines. For example, the price of replacing the motherboard with notebooks, mobile phones and digital cameras will be significantly higher than the price of new machines.

  China electronic chamber of commerce Consumer Electronics Survey Office has paid attention to such issues as "the price of replacing lenses is almost 1,000 yuan" and "the price of screen maintenance exceeds that of new machines". However, in the survey, it was found that most of the digital products repaired by consumers were old products that had been used for several years, and the components of the old models were in short supply, and the production cost at that time was more expensive. If consumers compared with the same products with better performance now, the "cost performance" would definitely be uneconomical. Consumer Miss Zhang bought a 3,000-yuan digital camera in early 2018. After four years of use, there was an unusable fault, which was displayed as a motherboard fault according to the error code. When she found the seller who bought the camera at that time, she got the answer that she could only repair it at her own expense after the shelf life, and the total price exceeded 2,000 yuan. "Now the digital camera of the same grade only costs 2000 yuan, but I am used to this machine and I really can’t bear it." Miss Zhang is in a dilemma.

  Digital products that have been used for a long time are not recommended for maintenance, and it is more appropriate to directly replace them with new ones.

  Some digital manufacturers told the reporter of Beiqing Daily that for such digital products that have been used for a long time, it is actually not recommended for consumers to choose maintenance, and it is more appropriate to directly replace them with new ones. "This is not only a cost consideration, but also a technical suggestion. The first is the matching degree between various components. According to this person, in the product design, manufacturers will take the service life of each component into account as a whole, and the service life is matched with each other as a whole, thus avoiding the cost waste caused by the fact that some components have reached the service life and other components can operate normally for a long time. Take an ordinary digital camera as an example. If we don’t consider the outdated performance indicators, it is recommended to use a machine for about six years. If the motherboard fails after four years of use, we may encounter problems with other components two years later. "At that time, if you give up maintenance and replace it directly, it is equivalent to the fact that this new motherboard was laid off in only two years, which actually caused more waste." Of course, he also said that if it is only a minor fault of non-core components, it is worthwhile to spend a lower cost on maintenance.

  On the other hand, the precision integration of digital products is high, and the precision and standardization of manual maintenance and installation are definitely not as good as integrated manufacturing. Theoretically, there are also cases where the service life and performance of the same parts after manual installation are not as good as the original ones. Therefore, consumers are advised to be cautious about the overhaul of the core components of digital products.

  Text/Reporter zhangqin Coordinator/Chi Haibo

Jaguar Land Rover: the global engine of China market and the peak of innovation in the field of new energy vehicles.

  In recent years, the automobile market in China has shown a vigorous development momentum, and Jaguar Land Rover is an important driving force behind this prosperity. In Jaguar Land Rover’s global strategy, the position of China market has become increasingly prominent, which has become a key driving force for its global performance, especially in the field of new energy vehicles. This paper will discuss the rise of Jaguar Land Rover in China market and the key role this market plays in its global strategy.

  China market has always been famous for its huge consumption potential and rapid economic growth. Jaguar Land Rover quickly seized this opportunity and made the China market a core part of its global strategy. In China market, Jaguar Land Rover has not only successfully built a strong brand image, but also made product innovation and customization in close connection with local market demand, making its products very popular in China market.

  In particular, China has become one of the largest new energy vehicle markets in the world, and Jaguar Land Rover has made remarkable achievements in this field with its advanced electric vehicle technology. As one of the innovators in the automotive industry, Jaguar Land Rover not only has outstanding performance in traditional fuel vehicles, but also climbs the peak in the field of electric vehicles. Its series of new energy vehicles launched in the China market have attracted much attention, successfully meeting the demand of China consumers for environmentally-friendly and high-tech vehicles.

  Jaguar Land Rover has been so successful in China market, not only because of its excellent products, but also because of its active investment in localization strategy. The establishment of a production base in China and the introduction of local teams not only improved the adaptability and localization level of Jaguar Land Rover products, but also took the lead in the market competition. At the same time, Jaguar Land Rover also actively participates in social responsibility activities, promotes sustainable development together with local partners in China, and contributes to the prosperity of China automobile market.

  The contribution of China market is not only reflected in sales performance, but also reflected in the strategic positioning of Jaguar Land Rover’s global strategy. The strong demand in China market has become a powerful engine for Jaguar Land Rover to promote global product innovation and technological upgrading. Through in-depth understanding of the needs of consumers in China, Jaguar Land Rover not only improved the localization level of its products, but also promoted brand upgrading and innovation around the world.

  Driven by the China market, Jaguar Land Rover also actively participates in the global new energy vehicle market competition. The successful experience of China market provides Jaguar Land Rover with the enlightenment of globalization strategy, which not only has stronger competitiveness in product innovation, but also shapes a more dynamic and innovative brand image on a global scale.

  On the whole, China market is not only a sales market for Jaguar Land Rover, but also a key fulcrum of its global strategy. Driven by the strong market in China, Jaguar Land Rover has made remarkable achievements in the world. Through localization strategy, product innovation and active participation in social responsibility activities, Jaguar Land Rover has successfully built the China market into the pinnacle of its global strategy. In the future, with the continuous rise of China market, Jaguar Land Rover will continue to write its own brilliant chapter in the global automotive field.

Reporting/feedback