This book is a selection of results obtained within one year of research performed under SYNAT - a nation-wide scientific project aiming to create an infrastructure for scientific content storage and sharing for academia, education and open knowledge society in Poland. The selection refers to the research in artificial intelligence, knowledge discovery and data mining, information retrieval and natural language processing, addressing the problems of implementing intelligent tools for building a scientific information platform.
The idea of this book is based on the very successful SYNAT Project Conference and the SYNAT Workshop accompanying the 19th International Symposium on Methodologies for Intelligent Systems (ISMIS 2011). The papers included in this book present an overview and insight into such topics as architecture of scientific information platforms, semantic clustering, ontology-based systems, as well as, multimedia data processing.
Author(s): Hung Son Nguyen, Dominik Ślęzak (auth.), Robert Bembenik, Lukasz Skonieczny, Henryk Rybiński, Marek Niezgodka (eds.)
Series: Studies in Computational Intelligence 390
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2012
Language: English
Pages: 268
Tags: Computational Intelligence; Artificial Intelligence (incl. Robotics)
Front Matter....Pages 1-12
Semantic Search and Analytics over Large Repository of Scientific Articles....Pages 1-8
On Designing the SONCA System....Pages 9-35
Retrieval and Management of Scientific Information from Heterogeneous Sources....Pages 37-48
RDBMS Model for Scientific Articles Analytics....Pages 49-60
Semantic Clustering of Scientific Articles with Use of DBpedia Knowledge Base....Pages 61-76
Extended Document Representation for Search Result Clustering....Pages 77-95
Semantic Recognition of Digital Documents....Pages 97-106
Towards Semantic Evaluation of Information Retrieval....Pages 107-120
Methods and Tools for Ontology Building, Learning and Integration – Application in the SYNAT Project....Pages 121-151
Transforming a Flat Metadata Schema to a Semantic Web Ontology: The Polish Digital Libraries Federation and CIDOC CRM Case Study....Pages 153-177
Modularized Knowledge Bases Using Contexts, Conglomerates and a Query Language....Pages 179-201
FPGA Implementation of the Selected Parts of the Fast Image Segmentation....Pages 203-216
Evaluation of Image Descriptors for Retrieval of Similar Images....Pages 217-226
Online Sound Restoration for Digital Library Applications....Pages 227-242
Connectionist Language Model for Polish....Pages 243-250
Commonly Accessible Web Service Platform — Wiki-WS....Pages 251-264
Back Matter....Pages 0--1
