Quantitative semantics and soft computing methods for the Web perspectives and applications /

• Corporate Author: IGI Global.
• Other Authors: Brena, Ramon F., 1954-, Guzmán, Adolfo.
• Format: Electronic
• Language: English
• Published: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), 2011.
• Subjects: Soft computing.; Semantic Web.; Approximate semantics; Approximate use of hyperlinks; Automatic topic discovery; Semantic algorithms scalability; Semantic similarity measures; Semantic-related clustering; Semantic-leveraged search algorithms
• Online Access: Chapter PDFs via platform:

"This book provides relevant theoretical frameworks and the latest empirical research findings related to quantitative, soft-computing and approximate methods for dealing with Internet semantics"--Provided by publisher.

Table of Contents:

• 1.Clustering via centroids a bag of qualitative values and measuring its inconsistency / Adolfo Guzman-Arenas and Alma-Delia Cuevas
• 2.Probabilistic topic discovery and automatic document tagging / Davide Magatti and Fabio Stella
• 3.Smoothing text representation models based on rough set / Zhihua Wei, Duoqian Miao, Ruizhi Wang and Zhifei Zhang
• 4.Query based topic modeling: an information-theoretic framework for semantic analysis in large-scale collections / Eduardo H. Ramírez and Ramón F. Brena
• 5.Combining diverse knowledge based features for semantic relatedness measures / Anna Lisa Gentile, Ziqi Zhang and Fabio Ciravegna
• 6.Web search results discovery by multi-granular graphs / Gloria Bordogna, Alessandro Campi, Giuseppe Psaila and Stefania Ronchi
• 7.Learning full-sentence co-related verb argument preferences from Web corpora / Hiram Calvo, Kentaro Inui and Yuji Matsumoto
• 8.Evaluating and enhancing contextual search with semantic similarity data / Ana Gabriela Maguitman, Carlos M. Lorenzetti and Rocío L. Cecchini
• 9.Document search images in text collections for restricted domains on websites / Pavel Makagonov, Celia B.Reyes E. and Grigori Sidorov
• 10.Maximal sequential patterns: a tool for quantitative semantic in text analysis / René Arnulfo García-Hernández, J. Fco. Martn̕ez-Trinidad and J. Ariel Carrasco-Ochoa
• 11.Topic discovery in Web collections via graph local clustering / Sara Elena Garza Villarreal and Ramón Brena.