Intelligent Tools for Building a Scientific Information Platform: Advanced Architectures and Solutions

ISBN-13: 9783642435157 / Angielski / Miękka / 2015 / 548 str.

Henryk Rybinski;Lukasz Skonieczny;Robert Bembenik

Opis

This book is a selection of results obtained within two years of research per- formed under SYNAT - a nation-wide scientific project aiming at creating 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 retrievaland natural language processing, addressing the problems of implementing intelligent tools for building a scientific information platform.This book is a continuation and extension of the ideas presented in "Intelligent Tools for Building a Scientific Information Platform" published as volume 390 in the same series in 2012. It is based on the SYNAT 2012 Workshop held in Warsaw. The papers included in this volume present an overview and insight into informationretrieval, repository systems, text processing, ontology-based systems, text mining, multimedia data processing and advanced software engineering.

Spis treści

Media, Information Overload, and Information Science.- Information Retrieval for Heterogeneous Knowledge Sources based on Multi-Agent Systems.- Interactive Information Search in Text Data Collections.- Homepages Identification and Information Extraction in Researcher Profiling.- On Digitalizing the Geographical Dictionary of Polish Kingdom Published in 1880.- Semantic Data Sharing and Presentation in  Integrated Knowledge System.- Long-term Preservation Services as a Key Element of the Digital Libraries Infrastructure.- Development  of a University  Knowledge Base.- Infrastructural Approach to Modern Digital Library and Repository Management Systems.- Author Disambiguation in the YADDA2 Software Platform.- Methodology for Evaluating Citation Parsing and Matching.- Data Model for Analysis of Scholarly Documents in the MapReduce Paradigm.- Terminology Extraction from Domain Texts in Polish Małgorzata Marciniak <Malgorzata.Marciniak@ipipan.waw.pl>, Agnieszka Mykowiecka.- Improving the Workflow for Creation of Textual Versions of Polish Historical Documents.- Multi-label Classification of Biomedical Articles.- A Tiered CRF Tagger for Polish.- Liner2 - a Customizable Framework for Proper Names Recognition for Polish.-Theoretical and Architectural Framework for Contextual Modular Knowledge Bases.- Hermeneutic Cognitive Process and its Computerized Support.-Associations Between Texts and Ontology.- SYNAT System Ontology: Design Patterns Applied to Modeling of Scientific Community, Preliminary Model Evaluation.-Hierarchical, Multi-Label Classification of Scholarly Publications: Modifications of ML-KNN Algorithm.- Comparing Hierarchical Mathematical Document Clustering Against the Mathematics Subject Classification Tree.- Semantic Evaluation of Search Result Clustering Methods.- Automatic Extraction of Profiles from Webpages.- A Distributed Architecture for Multimedia File Storage, Analysis and Processing.- Low-level Music Feature Vectors Embedded as Watermarks.- Intelligent Control of Spectral Subtraction Algorithm for Noise Removal from Audio.- Automatic Transcription of Polish Radio and Television Broadcast Audio.- Exploring the Space of System Monitoring.- Handling XML and Relational Data Sources with a Uniform Object-Oriented Query Language.- Architecture for Aggregation, Processing and Provisioning of Data from Heterogeneous Scientific Information Services.