NDLI: Distributed Artificial Intelligence for Document Retrieval

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Distributed Artificial Intelligence for Document Retrieval

Content Provider	Scilit
Author	Seem, Ankur Chauhan, Arpit Kumar Khan, Rijwan Yadav, Satya Prakash
Copyright Year	2020
Description	This is the most detailed article on distributed artificial intelligence technology for document retrieval or information retrieval. IR, also known as document retrieval, is the technology which focuses on the management of information or knowledge. Internet search engines are classical applications of document retrieval. Current approaches for documentation retrieval depend on the creativity of the individual to make new algorithms. Some of the methods used today for information retrieval include genetic programming (GP), which is used to learn and make documentation retrieval algorithms, and genetic algorithms (GA). Information structure weighting is also a very important method. Optimal weight can be learned with genetic algorithms; by this it will show statistically notable improvement. This method produces statistically notable 11% comparative advancement on unseen queries tested on the training document. An improved document retrieval, the speed increased many times, accuracy increased. The concept of distributed AI or decentralized AI also begins to appear as the application of AI enhanced. The best example of the application of AIs in document retrieval is search engines. Unlike centralized search engines, decentralized search engines have no central control and are distributed across the globe. With distributed search engines no company owns your data; you are the master of your data. All of the data is encrypted and stored on a blockchain. Book Name: Distributed Artificial Intelligence
Related Links	https://api.taylorfrancis.com/content/chapters/edit/download?identifierName=doi&identifierValue=10.1201/9781003038467-4&type=chapterpdf
Ending Page	68
Page Count	10
Starting Page	59
DOI	10.1201/9781003038467-4
Language	English
Publisher	Informa UK Limited
Publisher Date	2020-12-17
Access Restriction	Open
Subject Keyword	Book Name: Distributed Artificial Intelligence Cybernetical Science Document Retrieval Search Engines Distributed Decentralized Intelligence Documentation Notable
Content Type	Text
Resource Type	Chapter

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