Interconnected magic: Knowledge map of the recommendation system - to bring a more personalized recommendation

Magic Graph Interconnection

Knowledge Mapping recommendation system: http://motuhulian.com/

Market analysis

First, market analysis, first, market demand, in addition to used in the recommended system, public opinion analysis, testing and other text application. Knowledge maps can also be used in the financial, retail, real estate, electricity providers and other fields. Second, the high market value, according to official statistics aggregated data estimates, the next five years there will be 30% of the company to introduce technology mapping knowledge, and these companies will save 10% of the cost. Third, the necessity of knowledge in the AI ​​map development background, from the beginning of 12 years, Google and Baidu on Knowledge Mapping technology into the lead.

Technology Showcase

On the realization of building knowledge map, demons Internet has completed processing the data area, Figure 1 this picture is that we provide the knowledge map interface (API) that can be called, Figure 2 is an interface call returns visualization of the results.

API

Visualization

Products

Interconnected knowledge magic map maps include general knowledge and knowledge of cinema map. General knowledge of the contents of maps covering various fields. Our products - knowledge map movie recommendation system is the use of potential information, we found that viewers preferred by movie and its recommendations. For example Joe Smith like "Iron Man 1" The film, like in addition to the traditional system or is it to make a recommendation based on the same theme with the same or starring director recommended, as shown in the red zone, because knowledge map system recommended more digging semantic relations between entities deeper and longer range. Therefore, according to a friend of Iron Man fame starring as the search path, we can also do recommend "brave heart".

In the application scenarios, in addition to the film industry, our knowledge spectrum technology can also be applied in the field of semantic search and recommendation, quizzes and dialogue systems and large data analysis and decision-making.

Can be seen on analysis of competing products, our main difference is that in business, Baidu knowledge map is put on the technology industry, and Beijing sea of ​​star chart company for banking industry. And we are doing to implement the recommendation system based on mapping of knowledge. As compared to the traditional recommendation systems, knowledge maps recommendation system accuracy, explanatory, they have better stability.

Technology accumulation

On the accumulation of technology, our team has been published in many international top journal articles, and is applying for two patents applications, a software copyright. Books on the depth of learning "Keras combat tutorial" is also expected to be published in August this year. The accumulation of data, we already have ten million common data, and one million industry data.

Our technological advantage is a more accurate knowledge extraction, continuous self-learning ability and a strong knowledge of reasoning ability.

Applications

Application of knowledge map, we have done Chanel gave the project product analysis and decision-making, and help to achieve user behavior analysis, analysis of competing products and the achievement of product promotion effectiveness analysis.

Chanel

Charging methods

Demons take paid Internet experience, paid access, charging value-added services. Interconnected knowledge magic open interfaces to map users to pay to use, if a customer needs to map their own knowledge of the industry, we can provide customized services.

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Origin www.cnblogs.com/tensorflownews/p/11236842.html