Contents Preface 1 Survey on Kernel-Based Relation Extraction 2 Analysis for Finding Innovative Concepts Based on Temporal Patterns of Terms in Documents 3 Text Clumping for Technical Intelligence 4 A Semantic-Based Framework for Summarization and Page Segmentation in Web Mining 5 Ontology Learning using Word Net Lexical Expansion and Text Mining 6 Automatic Compilation of Travel Information from Texts: A Survey 7 Analyses on Text Data Related to the Safety of Drug Use Based on Text Mining Techniques 8 Biomedical Named Entity Recognition: A Survey of Machine-Learning Tools 9 Toward Computational Processing of Less Resourced Languages: Primarily Experiments for Moroccan