^ Springer. Intelligent. Building a Scientific. Information Platform. Tools for. Henryk Rybiriski, Marzena Kryszkiewicz,

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1 Robert Bembenik, Lukasz Skonieczny, Henryk Rybiriski, Marzena Kryszkiewicz, and Marek Niezgodka (Eds.) Intelligent Tools for Building a Scientific Information Platform Advanced Architectures and Solutions ^ Springer

2 Contents Chapter I: Information Retrieval Media, Information Overload, and Information Science 3 Bruno Jacobfeuerborn, Mieczyslaw Muraszkiewicz Information Retrieval from Heterogeneous Knowledge Sources Based on Multi-agent System 15 Tomasz Kogut, Dominik Ryzko, Kami Galqzka Interactive Information Search in Text Data Collections 25 Marcin Deptuta, Julian Szymanski, Henryk Krawczyk Home Pages Identification and Information Extraction in Researcher Profiling 41 Rafal Hazan, PiotrAndruszkiewicz On Digitalizing the Geographical Dictionary of Polish Kingdom Published in Maciej Durzewski, Andrzej Jankowski, Lukasz Szydetko, Ewa Wiszowata Chapter II: Repository Systems Semantic Data Sharing and Presentation in Integrated Knowledge System 67 Michal Krysinski, Marcin Krystek, Cezary Mazurek, Juliusz Pukacki, Pawet Spychala, Maciej Stroitiski, Jan Weglarz Long-Term Preservation Services as a Key Element of the Digital Libraries Infrastructure 85 Piotr Jedrzejczak, Michal Kozak, Cezary Mazurek, Tomasz Parkota, Szymon Pietrzak, Maciej Stroinski, Jan Weglarz Development of a University Knowledge Base 97 Jakub Koperwas, Lukasz Skonieczny, Henryk Rybinski, Wactaw Struk

3 XIV Contents Infrastructural Approach to Modern Digital Library and Repository Management Systems Tomasz Rosiek, Wojtek Sylwestrzak, Aleksander NowMski, Marek Niezgddka Ill Chapter III: Text Processing Author Disambiguation in the YADDA2 Software Platform 131 Piotr Jan Dendek, Mariusz Wojewddzki, Lukasz Bolikowski Methodology for Evaluating Citation Parsing and Matching 145 Mateusz Fedoryszak, Krzys Wojciechowski Lukasz Bolikowski, Dominika Tkaczyk, Data Model for Analysis of Scholarly Documents in the MapReduce Paradigm 155 Adam Kawa, Lukasz Bolikowski, Artur Czeczko, Piotr Jan Dendek, Dominika Tkaczyk Terminology Extraction from Domain Texts in Polish 171 Malgorzata Marciniak, Agnieszka Mykowiecka Improving the Workflow for Creation of Textual Versions of Polish Historical Documents 187 Adam Dudczak, Mitosz Kmieciak, Cezary Mazurek, Maciej Stroinski, Marcin Werla, Jan Weglarz Multi-label Classification of Biomedical Articles 199 Kami Kurach, Krzysztof Pawtowski, Lukasz Romaszko, Marcin Tatjewski, Andrzej Janusz, Hung Son Nguyen A Tiered CRF Tagger for Polish 215 Adam Radziszewski Amr2 A Customizable Framework for Proper Names Recognition for >olish 231 4ichal Marcinczuk, Jan KocoA, Maciej Janicki Chapter IV: Ontology-Based Systems Theoretical and Architectural Framework for Contextual Modular Knowledge Bases 257 Krzysztof Goczyla, Aleksander Waloszek, Teresa Zawadzka Wojciech Waloszek, Hermeneutic Cognitive Process and Its Computerized Support 281 Janusz Granat, Edward Klimasara, Anna Moscicka, Sylwia Paczuska, Mariusz Pajer, Andrzej P. Wierzbicki

4 Contents XV Associations between Texts and Ontology 305 Anna Wroblewska, Grzegorz Protaziuk, Robert Bembenik, Teresa Podsiadly-Marczykowska SYNAT System Ontology: Design Patterns Applied to Modeling of Scientific Community, Preliminary Model Evaluation 323 Anna Wroblewska, Teresa Podsiadly-Marczykowska, Robert Bembenik, Henryk Rybinski, Grzegorz Protaziuk Chapter V: Text Mining Hierarchical, Multi-label Classification of Scholarly Publications: Modifications of ML-KNN Algorithm 343 Michal Lukasik, Tomasz Kusmierczyk, Hung Son Nguyen Lukasz Bolikowski, Comparing Hierarchical Mathematical Document Clustering against the Mathematics Subject Classification Tree 365 Tomasz Kusmierczyk, Hung Son Nguyen Michal Lukasik, Lukasz Bolikowski, Semantic Evaluation of Search Result Clustering Methods 393 Sinh Hoa Nguyen, Wojciech Swieboda, Grzegorz Jaskiewicz Automatic Extraction of Profiles from Web Pages 415 Piotr Andruszkiewicz, Beata Nachyla Chapter VI: Multimedia Data Processing A Distributed Architecture for Multimedia File Storage, Analysis and Processing 435 Andrzej Dziech, Andrzej Glowacz, Jacek Wszolek, Sebastian Ernst, Michal Pawlowski Low-Level Music Feature Vectors Embedded as Watermarks 453 Janusz Cichowski, Piotr Czyzyk, Boiena Kostek, Andrzej Czyzewski Intelligent Control of Spectral Subtraction Algorithm for Noise Removal from Audio 475 Andrzej Czyzewski Automatic Transcription of Polish Radio and Television Broadcast Audio 489 Danijel Korzinek, Krzysztof Marasek, Lukasz Brocki Chapter VII: Advanced Software Engineering Exploring the Space of System Monitoring 501 Janusz Sosnowski, Piotr Gawkowski, Krzysztof Cabaj

5 XVI Contents Handling XML and Relational Data Sources with a Uniform Object-Oriented Query Language 519 Emil Wcislo, Piotr Habela, Kazimierz Subieta Architecture for Aggregation, Processing and Provisioning of Data from Heterogeneous Scientific Information Services 529 Cezary Mazurek, Marcin Mielnicki, Aleksandra Nowak, Made] Stroinski, Marcin Werla, Jan Wgglarz Author Index 547