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Livres sur le sujet « Intelligent recommendation system »

Auteur : Grafiati

Publié le 16 mars 2023

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1

Varlamov, Oleg. Fundamentals of creating MIVAR expert systems. ru : INFRA-M Academic Publishing LLC., 2021. http://dx.doi.org/10.12737/1513119.

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Methodological and applied issues of the basics of creating knowledge bases and expert systems of logical artificial intelligence are considered. The software package "MIV Expert Systems Designer" (KESMI) Wi!Mi RAZUMATOR" (version 2.1), which is a convenient tool for the development of intelligent information systems. Examples of creating mivar expert systems and several laboratory works are given. The reader, having studied this tutorial, will be able to independently create expert systems based on KESMI. The textbook in the field of training "Computer Science and Computer Engineering" is intended for students, bachelors, undergraduates, postgraduates studying artificial intelligence methods used in information processing and management systems, as well as for users and specialists who create mivar knowledge models, expert systems, automated control systems and decision support systems. Keywords: cybernetics, artificial intelligence, mivar, mivar networks, databases, data models, expert system, intelligent systems, multidimensional open epistemological active network, MOGAN, MIPRA, KESMI, Wi!Mi, Razumator, knowledge bases, knowledge graphs, knowledge networks, Big knowledge, products, logical inference, decision support systems, decision-making systems, autonomous robots, recommendation systems, universal knowledge tools, expert system designers, logical artificial intelligence.

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Varlamov, Oleg. Mivar databases and rules. ru : INFRA-M Academic Publishing LLC., 2021. http://dx.doi.org/10.12737/1508665.

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The multidimensional open epistemological active network MOGAN is the basis for the transition to a qualitatively new level of creating logical artificial intelligence. Mivar databases and rules became the foundation for the creation of MOGAN. The results of the analysis and generalization of data representation structures of various data models are presented: from relational to "Entity — Relationship" (ER-model). On the basis of this generalization, a new model of data and rules is created: the mivar information space "Thing-Property-Relation". The logic-computational processing of data in this new model of data and rules is shown, which has linear computational complexity relative to the number of rules. MOGAN is a development of Rule - Based Systems and allows you to quickly and easily design algorithms and work with logical reasoning in the "If..., Then..." format. An example of creating a mivar expert system for solving problems in the model area "Geometry"is given. Mivar databases and rules can be used to model cause-and-effect relationships in different subject areas and to create knowledge bases of new-generation applied artificial intelligence systems and real-time mivar expert systems with the transition to"Big Knowledge". The textbook in the field of training "Computer Science and Computer Engineering" is intended for students, bachelors, undergraduates, postgraduates studying artificial intelligence methods used in information processing and management systems, as well as for users and specialists who create mivar knowledge models, expert systems, automated control systems and decision support systems. Keywords: cybernetics, artificial intelligence, mivar, mivar networks, databases, data models, expert system, intelligent systems, multidimensional open epistemological active network, MOGAN, MIPRA, KESMI, Wi!Mi, Razumator, knowledge bases, knowledge graphs, knowledge networks, Big knowledge, products, logical inference, decision support systems, decision-making systems, autonomous robots, recommendation systems, universal knowledge tools, expert system designers, logical artificial intelligence.

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3

Williams, Bradley P. ITS procurement : Analysis and recommendations. Charlottesville, Va : Virginia Transportation Research Council, 1994.

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4

America, IVHS. Federal IVHS program recommendations for fiscal years 1994 and 1995. Washington, DC : IVHS America, 1992.

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5

service), SpringerLink (Online, dir. Modeling Intention in Email : Speech Acts, Information Leaks and Recommendation Models. Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.

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6

Affairs, United States Congress Senate Committee on Homeland Security and Governmental. Ensuring full implementation of the 9/11 Commission's recommendations : Hearing before the Committee on Homeland Security and Governmental Affairs, United States Senate, One Hundred Tenth Congress, first session, January 7, 2007. Washington : U.S. G.P.O., 2009.

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7

Ensuring full implementation of the 9/11 Commission's recommendations : Hearing before the Committee on Homeland Security and Governmental Affairs, United States Senate, One Hundred Tenth Congress, first session, January 7, 2007. Washington : U.S. G.P.O., 2009.

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8

Che, Natasha X. Intelligent Export Diversification : An Export Recommendation System with Machine Learning. International Monetary Fund, 2020.

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9

Che, Natasha X. Intelligent Export Diversification : An Export Recommendation System with Machine Learning. International Monetary Fund, 2020.

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10

Che, Natasha X. Intelligent Export Diversification : An Export Recommendation System with Machine Learning. International Monetary Fund, 2020.

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11

Bhuiyan, Touhid. Trust for Intelligent Recommendation. Springer London, Limited, 2013.

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12

Bhuiyan, Touhid. Trust for Intelligent Recommendation. Springer, 2013.

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13

Trust For Intelligent Recommendation. Springer-Verlag New York Inc., 2013.

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14

Jain, Lakhmi C., George A. Tsihrintzis et Maria Virvou. Multimedia Services in Intelligent Environments : Recommendation Services. Springer, 2015.

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15

Jain, Lakhmi C., George A. Tsihrintzis et Maria Virvou. Multimedia Services in Intelligent Environments : Recommendation Services. Springer, 2013.

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16

Dehuri, Satchidananda. Intelligent techniques in recommendation systems : Contextual advancements and new methods. 2012.

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17

(Editor), Kan Chen, et John C. Miles (Editor), dir. Its Handbook 2000 : Recommendations from the World Road Association (Piarc) (Artech House Its Library). Artech House Publishers, 1999.

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18

Bonet Navarro, Jaime. HUMAN RIGHTS Evolution in the digital era. Sous la direction de Magdalena Sitek. Wydawnictwo Wyższej Szkoły Gospodarki Euroregionalnej im. Alcide De Gasperi w Józefowie, 2021. http://dx.doi.org/10.13166/wsge/hr-pl/thaz5155.

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This publication contains studies conducted by authors from several European countries that have cooperated with each other for many years in the field of human rights. The fruit of this cooperation are numerous conferences and publications in various languages. What is most important, however, is the exchange of experiences and opinions on understanding and application of individual human rights from the perspective of the experiences of societies living in the European cultural circle, and at the same time functioning in different historical and geographical conditions. This publication is an attempt to look at human rights from the perspective of the dynamic progress that is connected with the development of ICT tools. It is not only about digitization or automation of human work, but above all about creating a virtual society, in which artificial intelligence plays an important role. A significant part of human activity, especially interpersonal communication, takes place with the use of social media. Moreover, individual contact with public authorities are being gradually replaced by intelligent computer programs. In the United States, there is already an IT system, which adjudicates in minor misdemeanor cases. Modern researches in IT sector aim to build programs that allow to support human thinking through recommendation algorithms or suggesting automatically learned solutions, and even aim at autonomous decision-making. This last level of shifting responsibility for decisions to artificial intelligence is assessed extremely positive by many people, but also brings many fears. A virtual society built with the use of artificial intelligence changes the perception of many human rights, such as the right to good name, the right to freely express one’s opinion, the right to property, the right to state or national identity. Hence this publication contains various opinions on the artificial intelligence and its role in the functioning of society and importance for the life of an individual. The added value of this publication is the fact that it contains balanced views and assessments of authors from various European countries and academic societies conducting research on digital reality. This publication will certainly allow the reader to form his or her own opinion on human rights in the context of artificial intelligence.

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19

Carvalho, Vitor R. Modeling Intention in Email : Speech Acts, Information Leaks and Recommendation Models. Springer Berlin / Heidelberg, 2013.

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20

Santibañez Gruber, Rosa Maria, et Antonia Caro González, dir. DEUSTO Social Impact Briefings No. 4 (2019). University of Deusto, 2020. http://dx.doi.org/10.18543/dsib-4(2020).

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This fourth edition of the DSIB presents the main results of the research carried out under four broad-based projects jointly developed by researchers and actors involved in topics of great social relevance such as responsible gambling, Cooperative-Intelligent transport Systems, gender dimension of alcohol addiction and support and care for victims of trafficking for sexual exploitation. This issue comprises the following four briefings: 1. What would sports betting advertising be like if it were handled more responsibly? will analyse the structure of sports betting advertising, in an attempt to understand whether such advertising could become a public health issue. This briefing examines different works that have led to scientific publications and presents their main conclusions as well as the major recommendations for gambling companies and regulators. 2. How can artificial intelligence reduce road traffic accidents and prevent congestion? This briefing seeks to present the benefits of the TIMON system for optimising traffic management and urban transport network operations in cities, directly supporting transport managers in their decision-making processes for transport operations. 3. Gender inequalities in matters of drug addiction: how does alcoholism really affect women? aims to study the phenomenon of drug dependence from a gender perspective. This involves identifying what kind of socio-cultural and psychological representations are involved in women, according to their gender role, so that they develop a series of risk factors for them, both for the beginning of consumption and in its continuity. In addition, the research team proposes guidelines for a specialized care for women in this area, in order to increase the effectiveness of required interventions. 4. Key points for supporting and accompanying victims and survivors of human trafficking for sexual exploitation is intended as a working document for specialists involved in the prevention and detection of cases and in support and care for victims. It seeks to fill the current gaps and meet the needs of women victims of trafficking providing a better response to their situations.

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21

Great Britain : Parliament : House of Commons : European Scrutiny Committee et Michael Connarty. Twenty-fourth report of Session 2008-09 : Documents considered by the Committee on 1 July 2009, including the following recommendations for debate, intelligent transport systems, report, together with formal Minutes. Stationery Office, The, 2009.

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