A Semantic Model of Selective Dissemination of Information for Digital Libraries

n this paper we present the theoretical and methodological foundations for the development of a multi-agent Selective Dissemination of Information (SDI) service model that applies Semantic Web technologies for specialized digital libraries. These technologies make possible achieving more efficient information management, improving agent–user communication processes, and facilitating accurate access to relevant resources. Other tools used are fuzzy linguistic modelling techniques (which make possible easing the interaction between users and system) and natural language processing (NLP) techniques for semiautomatic thesaurus generation. Also, RSS feeds are used as “current awareness bulletins” to generate personalized bibliographic alerts.

[1]  Marti A. Hearst Automatic Acquisition of Hyponyms from Large Text Corpora , 1992, COLING.

[2]  Thomas R. Gruber,et al.  Toward principles for the design of ontologies used for knowledge sharing? , 1995, Int. J. Hum. Comput. Stud..

[3]  Paul Resnick,et al.  Recommender systems , 1997, CACM.

[4]  Enrique Herrera-Viedma,et al.  A Fuzzy Linguistic Multi-agent Model Based on Semantic Web Technologies and User Profiles , 2006, Soft Computing in Web Information Retrieva.

[5]  Vladimir I. Levenshtein,et al.  Binary codes capable of correcting deletions, insertions, and reversals , 1965 .

[6]  C. Lee Giles,et al.  Discovering Relevant Scientific Literature on the Web , 2000, IEEE Intell. Syst..

[7]  Enrique Herrera-Viedma Modeling the retrieval process for an information retrieval system using an ordinal fuzzy linguistic approach , 2001 .

[8]  Alan F. Smeaton,et al.  Personalisation and recommender systems in digital libraries , 2005, International Journal on Digital Libraries.

[9]  Hector Garcia-Molina,et al.  The SIFT information dissemination system , 1999, TODS.

[10]  Alumno de Doctorado Modeling the Retrieval Process for an Information Retrieval System using an Ordinal Fuzzy Linguistic Approach , 2005 .

[11]  L. A. ZADEH,et al.  The concept of a linguistic variable and its application to approximate reasoning - I , 1975, Inf. Sci..

[12]  James A. Hendler,et al.  The Semantic Web: A new form of Web content that is meaningful to computers will unleash a revolution of new possibilities , 2001 .

[13]  David M. Pennock,et al.  Probabilistic Models for Unified Collaborative and Content-Based Recommendation in Sparse-Data Environments , 2001, UAI.

[14]  Katia P. Sycara,et al.  Middle-Agents for the Internet , 1997, IJCAI.

[15]  Deborah L. McGuinness,et al.  OWL Web ontology language overview , 2004 .

[16]  Stanley B. Zdonik,et al.  Research in Data Broadcast and Dissemination , 1998, AMCP.

[17]  Francisco Herrera,et al.  Aggregation operators for linguistic weighted information , 1997, IEEE Trans. Syst. Man Cybern. Part A.

[18]  Annika Hinze,et al.  Hermes: a notification service for digital libraries , 2001, JCDL '01.

[19]  Michael J. Franklin,et al.  Efficient Filtering of XML Documents for Selective Dissemination of Information , 2000, VLDB.

[20]  Lluís Codina,et al.  Web semántica y ontologías en el procesamiento de la información documental , 2007 .

[21]  Nicola Guarino,et al.  Formal Ontology and Information Systems , 1998 .

[22]  R. Pedraza-Jiménez,et al.  A Generalisation of Fuzzy Concept Lattices for the Analysis of Web Retrieval Tasks , 2006 .

[23]  George A. Miller,et al.  WordNet: A Lexical Database for English , 1995, HLT.

[24]  R GruberThomas Toward principles for the design of ontologies used for knowledge sharing , 1995 .

[25]  Susan T. Dumais,et al.  Personalized information delivery: an analysis of information filtering methods , 1992, CACM.

[26]  Nathalie Aussenac-Gilles,et al.  Revisiting Ontology Design: A Methodology Based on Corpus Analysis , 2000, EKAW.

[27]  Paola Velardi,et al.  Integrated approach to Web ontology learning and engineering , 2002, Computer.

[28]  James A. Hendler,et al.  Agents and the Semantic Web , 2001, IEEE Intell. Syst..

[29]  Dan Brickley,et al.  FOAF Vocabulary Specification , 2004 .

[30]  G. Beged-Dov RDF Site Summary (RSS) 1.0 , 2001 .

[31]  Lotfi A. Zadeh,et al.  The concept of a linguistic variable and its application to approximate reasoning-III , 1975, Inf. Sci..