The hero behind artificial intelligence: the knowledge map makes everything connected

人工智能背后的英雄:知识图谱让万物互联

It is the hero knowledge map hidden behind artificial intelligence to make everything connected.

In recent years, artificial intelligence can be said to be half-baked, but do you know that artificial intelligence is not only simple to manufacture robots and integrated systems, but knowledge maps are the “behind-the-scenes heroes” that truly make machines intelligent and meet the needs of human social communication. . So what is the knowledge map? What is its value? What are the applications of knowledge maps?

人工智能背后的英雄:知识图谱让万物互联

Screenshot of search for "Sun Weight" in Baidu browser and 360 browser

What is the knowledge map? According to China Net, one of the most important keywords in the knowledge map is "knowledge." Traditional search is based on keywords and web pages, and does not understand the true meaning of text and web results. The knowledge map is based on the knowledge itself, accumulates all the knowledge of the Internet, truly understands the real world, and raises the “information” to the accumulation of “knowledge” and the world with knowledge. The seemingly unfamiliar concept of knowledge maps is already everywhere around us. For example, when we search for "sun weight", the search results are no longer a dense web link, but directly show "the sun quality is 1.9891 * 10 kg."

What is the value of the knowledge map? According to the "Changjiang Daily" report, some people compare the knowledge map to the magnetic stick that children play, and connect each other's irrelevant knowledge into a "semantic network" according to relevance. This is a map for the machine. In the process of automatically combing the data between the machine and automatically generating new knowledge, the machine establishes the understanding, can understand and understand human beings, that is, has the ability to acquire and form knowledge like human beings. Simply put, the value of knowledge maps for artificial intelligence lies in giving machines the ability to recognize. Associate Professor Zhang Xiaowang, a member of the Data Science and Services Team of Tianjin University, said in an interview with Changjiang Daily that "the knowledge map is the future direction of the integration of artificial intelligence and traditional industries, and the only way for artificial intelligence to go to the future."

The application of knowledge map is far more than browser search. It is combined with big data and will be widely used in various industries. For example, the data science and service team of Tianjin University has established a large-scale knowledge map storage system. According to Northern Network, this system platform can support 1 billion knowledge management and real-time efficient reasoning, providing management and application platforms for big data applications such as precision medicine and smart transportation. Currently, the team is working on more artificial intelligence applications related to knowledge maps.

It is believed that with the development of information technology, knowledge map will make artificial intelligence and human society continue to integrate, making our future life more intelligent and beautiful. (Source: People's Network)


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