Why is there no calligraphy in today's headlines?

Today's headline is a personalized information recommendation engine based on data mining. Since it was launched in August, 20 12, up to Q3, 20 14, the cumulative number of users exceeded1600,000, including daily active users160,000, making it the fastest growing information client, including news trends, pictures and short articles.

Today's headlines are domestic social information reading applications, which can easily understand the hottest information, interact with friends and express their views on the world. At the same time, you can collect hot news and interesting news that users pay attention to, and find the headlines that belong to users at the first time. You can share the fun of reading, check the reading trends of your friends, watch the news and comment on current events with your friends. Today's headline social edition has more than 20 amazing updates and upgrades such as summary mode, offline reading, synchronous collection and one-click sharing.

technical characteristics

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Social and user behavior analysis:

According to Weibo's behavior, reading behavior, geographical location, occupation, age, etc. Through social behavior analysis, the user's interest is calculated in 5 seconds; Through user behavior analysis, the user model is updated within 10 second after each user action.

Natural language processing and image recognition technology;

Extract dozens to hundreds of high-dimensional features from each piece of information, and perform dimensionality reduction, similarity calculation, clustering and other calculations to remove duplicate information; Information is processed by machine classification, abstract extraction, LDA topic analysis, information quality identification, sensitive word filtering and positive energy index calculation.

Recommendation engine based on machine learning;

Recommend according to the matching degree of human body characteristics, environmental characteristics and article characteristics.

Consider information quality and positive energy index when recommending, and recommend articles with high heat and positive energy value to more people.

Today's headline screenshot

Screenshots of today's headlines (7 photos)

Real-time massive data processing architecture;

Real-time recommendation, 0. 1 sec to calculate the recommendation result, 3 seconds to complete article extraction, mining, duplicate removal and classification, 5 seconds to calculate the interest distribution of new users, and1sec to update the user model.

Accurately locate the people to spread:

According to the user's city, automatically identify local news and recommend it to local residents accurately.

According to the age, gender, occupation and other characteristics of users, automatically calculate and recommend the information they are interested in.

Weapons that transmit positive energy of society

Through the calculation of massive information, public opinion can be predicted for social emergencies and valuable positive energy events can be amplified in time.

Positive energy can be further spread and amplified by forwarding to social networks.

A favorable weapon for building a knowledge society

Accurately identify users' interests and hobbies, and recommend positive knowledge content that meets their professional and life needs every day.

3 Social evaluation

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media coverage

Today's headlines were reported by more than a dozen media such as People's Daily and Forbes magazine.

Invited by People's Network, Zhongguancun Management Committee, CBN and other units to participate in interviews and sharing in various industries.

Industry evaluation

Sogou CEO Wang Xiaochuan was asked about "a good product in her mind" when interviewed by the media, saying: "WeChat is a subversive product, and the experience is very good. There is also a breakthrough APP called "Today's Headlines", which is really personalized. " [ 1]

4 cooperative media

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Media cooperation: People's Daily Online, Xinhuanet, China Press and Publication Network, China News Network, Guangming Network, Phoenix Network, Investment Community, Aika Auto, etc. Next, the self-media platform of today's headlines will be launched.

5 accept the investigation

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June 20 14, "Today's Headlines" became an event of media and public concern. The National Copyright Administration said that long before the launch of the "Net 20 14" special campaign, the National Copyright Administration had received complaints against traditional media, saying that "Today's Headline" reprinted its news works without permission. The National Copyright Administration attaches great importance to this, has accepted relevant complaints, and is investigating the "Today's Headlines" website. [2]

6 be sued

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On the afternoon of June 24th, 20 14, Sohu announced that it would file a lawsuit against today's headline on the grounds of copyright infringement and unfair competition, demanding that the other party immediately stop the infringement, publish an apology statement and compensate the economic loss of 1 1 ten thousand yuan. The Haidian District Court in Beijing has formally accepted the lawsuit.

Today's headline staff broke the news. Sohu has repeatedly asked to cooperate with today's headlines, and now it has begun to jump out and bully startups. The black hand behind it has begun to appear. The employee also posted an email photo of today's headline cooperation with Sohu. [3]

Why did Sohu sue?

Wu Chenguang, editor-in-chief of Sohu. Com, saying that today's headlines directly grabbed many original content of Sohu without authorization from Sohu, including comments below the content. Today's headlines infringe on Sohu video, focus real estate, cars, news and other fields.

20 14 September 15, Yan Xiaohong, deputy director of the State Administration of Press, Publication, Radio, Film and Television (National Copyright Administration), said that in June of 2014, the National Copyright Administration had launched an investigation on "Today's Headlines", which really constituted an infringement of the copyright owner's right to spread information on the Internet. Today, Headline Company actively rectified, quickly deleted all infringing works, and actively and comprehensively negotiated with the media about the copyright purchase of works. [4]

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