Retrieval and processing of information with the use of multi-agent system

• Autorzy: Poniszewska-Maranda A. , Gebel L.
• Języki publikacji: EN

Abstrakty

EN

Today the amount of information available in the world is so large that it exceeds significantly the perceptual capacity of a man. The progress of science and increased access to the media, in particular to the Internet, allows an increasing number of people to create and publish their own content. Refer to the information that can be found in our area of interest is limited to read a very small part of the works on the topic. What’s more the overlooked information can be very useful, but selective viewing of the contents and limited time resources prevent the users to meet their information needs. An attempt to solve this problem are multi-agent systems, using intelligent methods of retrieval and processing of information.

Słowa kluczowe

EN

intelligent agent; multi-agent system; retrieval of information; intelligent processing of information; sentiment analysis

PL

agent inteligentny; system wieloagentowy; wyszukiwanie informacji; inteligentne przetwarzanie informacji; analiza sentymentu

• Wydawca: Wydawnictwo Politechniki Łódzkiej
• Czasopismo: Journal of Applied Computer Science
• Rocznik: 2016
• Tom: Vol. 24, nr 2
• Strony: 17--37
• Opis fizyczny: Bibliogr. 14 poz., rys.

Twórcy

autor

Poniszewska-Maranda A.

• Institute of Information Technology, Lodz University of Technology, Wolczanska 215, 90-924 Lodz, Poland

autor

Gebel L.

• Institute of Information Technology, Lodz University of Technology, Wolczanska 215, 90-924 Lodz, Poland

Bibliografia

• [1] Wooldridge, M., An Introduction to MultiAgent Systems, JohnWiley & Sons, LTD, Chichester, 2002.
• [2] Brenner,W., Zarnekow, R., andWittig, H., Intelligent Software Agents. Foundations and Applications, Springer-Verlag, Berlin Heidelberg New York, 1998.
• [3] Weiss, G., Multiagent Systems. A Modern Approach to Distributed Artificial Intelligence, The MIT Press, Cambridge, 1999.
• [4] L., P. and Winikoff, M., An Introduction to MultiAgent Systems, John Wiley & Sons, LTD, Chichester, 2007.
• [5] Chomątek, L. and Poniszewska-Maranda, A., Modern Approach for Building of Multi-Agent Systems, LNCS (LNAI), Springer-Verlag Heidelberg, , No. 5722, 2009, pp. 351–360.
• [6] Poniszewska-Maranda, A., Multi-agent system to assure the logical security of data in dis-tributed information system, Journal of Applied Computer Science, , No. 21(1), 2013, pp. 119–133.
• [7] Toru, I., Mutliagent Platforms. Lecture Notes in Artificial Intelligence 159, Springer-Verlag, Berlin Heidelberg New York, 1998.
• [8] Young, I. C., Intelligent multiagent application system in an AI system, Artif Life Robotics, , No. 12, 2008, pp. 6–13.
• [9] Azhana, A., Sharifuddin, M. A., Mohd, Y., and , Zaliman, M., An Exploratory Review of Software Agents, Information Technology, 2008. ITSim 2008, , No. 3, 2008, pp. 1–8.
• [10] Padgham, L. and Winikoff, M., An Introduction to Multi-Agent Systems, John Wiley & Sons, LTD, Chichester, 2007.
• [11] Manning, C. D., Raghavan, P., and Schuetze, H., An Introduction to Information Retrieval, Cambridge University Press, Cambridge, 2009.
• [12] Han, J. and Kamber, M., Data Mining. Concepts and Techniques. Second Edition, Morgan Kaufmann, San Francisco, 2006.
• [13] http://www.coursera.org/course/nlp, Web course on processing of natural language.
• [14] Pang, B., Lee, L., and Vaithyanathan, S., Thumbs up? Sentiment classification using machine learning techniques, 2002, pp. 79–86.

Uwagi

Opracowanie ze środków MNiSW w ramach umowy 812/P-DUN/2016 na działalność upowszechniającą naukę.