Agentes inteligentes: Recuperación autónoma de información en la Web

The problem of information retrieval in the Web can be raised from different points of view, with mechanisms like the feedback by relevance, the use of thesauri, the study of the hyperconnections, or the application of neuronal networks, among others. All these mechanisms are applied on great data bases constructed from the previous exploration of more or less broad sectors of the Web.The experience has demonstrated that the precision of these systems is low, and the recall is relativized to the explored sector. Another approach to the problem tries to obtain much more precise results, although without persecuting discharges rates of recall, and is based on the use of intelligent agents who track the network according to the informative needs of the user. The characteristics of the agents are indicated and some of the properties and desirable abilities for those agents dedicated to the information retrieval in the Web are analyzed.

[1]  José Luis Alonso Berrocal,et al.  Representación de páginas web a través de sus enlaces y su aplicación a la recuperación de información , 1999 .

[2]  Teuvo Kohonen,et al.  Self-Organizing Maps , 2010 .

[3]  Andrei Z. Broder,et al.  The Connectivity Server: Fast Access to Linkage Information on the Web , 1998, Comput. Networks.

[4]  Timo Honkela,et al.  WEBSOM - Self-organizing maps of document collections , 1998, Neurocomputing.

[5]  José Luis Alonso Berrocal,et al.  El contenido semántico de los enlaces de las páginas web desde el punto de vista de la recuperación de la información , 2001 .

[6]  David Ellis,et al.  On the Creation of Hypertext Links in Full-Text Documents: Measurement of Inter-Linker Consistency , 1994, J. Documentation.

[7]  Steve Nadis.  Computation Cracks 'Semantic Barriers' Between Databases , 1996 .

[8]  Arthur C. Graesser,et al.  Is it an Agent, or Just a Program?: A Taxonomy for Autonomous Agents , 1996, ATAL.

[9]  Sergey Brin,et al.  The Anatomy of a Large-Scale Hypertextual Web Search Engine , 1998, Comput. Networks.

[10]  Hans-Peter Frei,et al.  Concept based query expansion , 1993, SIGIR.

[11]  Michael McGill,et al.  Introduction to Modern Information Retrieval , 1983 .

[12]  G. G. Chowdhury,et al.  The internet and information retrieval research: a brief review , 1999, J. Documentation.

[13]  Nicholas R. Jennings,et al.  Intelligent agents: theory and practice , 1995, The Knowledge Engineering Review.

[14]  Ricardo Baeza-Yates,et al.  Information Retrieval: Data Structures and Algorithms , 1992 .

[15]  Charles J. Petrie,et al.  Agent-Based Engineering, the Web, and Intelligence , 1996, IEEE Expert.

[16]  Donald T. Hawkins,et al.  Intelligent agents: software servants for an electronic information world (and more!) , 1994 .

[17]  Hsinchun Chen,et al.  Semantic indexing and searching using a Hopfield net , 1998, J. Inf. Sci..

[18]  Douglas W. Oard,et al.  A survey of multilingual text retrieval , 1996 .

[19]  James A. Hendler,et al.  Is there an intelligent agent in your future? Nature , 1999 .

[20]  Hsinchun Chen,et al.  Internet Browsing and Searching: User Evaluations of Category Map and Concept Space Techniques , 1998, J. Am. Soc. Inf. Sci..

[21]  Carolyn J. Crouch,et al.  An approach to the automatic construction of global thesauri , 1990, Inf. Process. Manag..

[22]  Timothy W. Finin,et al.  A Proposal for a new KQML Specification , 1997 .

[23]  Lei Cui,et al.  Rating Health Web sites using the principles of Citation Analysis: A Bibliometric Approach , 1999, Journal of medical Internet research.

[24]  Marshall Ramsey,et al.  An intelligent personal spider (agent) for dynamic Internet/Intranet searching , 1998, Decis. Support Syst..

[25]  Lada A. Adamic,et al.  Evolutionary Dynamics of the World Wide Web , 1999 .

[26]  Edie M. Rasmussen,et al.  Clustering Algorithms , 1992, Information Retrieval: Data Structures & Algorithms.

[27]  Hsinchun Chen,et al.  Internet Browsing and Searching: User Evaluations of Category Map and Concept Space Techniques , 1998, J. Am. Soc. Inf. Sci..

[28]  Gerard Salton,et al.  On the relationship between theoretical retrieval models , 1988 .

[29]  Giles,et al.  Searching the world wide Web , 1998, Science.