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Foundations of Intelligent Systems

20th International Symposium, ISMIS 2012, Macau, China, December 4-7, 2012. Proceedings

  • Li Chen
  • Alexander Felfernig
  • Jiming Liu
  • Zbigniew W. Raś
Conference proceedings ISMIS 2012

Part of the Lecture Notes in Computer Science book series (LNCS, volume 7661)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 7661)

Table of contents

  1. Front Matter
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  2. Knowledge Discovery and Data Mining

    1. An Anti-tampering Algorithm Based on an Artificial Intelligence Approach
      Andrea Moio, Attilio Giordana, Dino Mendola
      Pages 1-10
    2. Domain Knowledge and Data Mining with Association Rules – A Logical Point of View
      Jan Rauch
      Pages 11-20
    3. The Problem of Finding the Sparsest Bayesian Network for an Input Data Set is NP-Hard
      Paweł Betliński, Dominik Ślęzak
      Pages 21-30
    4. Mining Top-K Non-redundant Association Rules
      Philippe Fournier-Viger, Vincent S. Tseng
      Pages 31-40
    5. ABML Knowledge Refinement Loop: A Case Study
      Matej Guid, Martin Možina, Vida Groznik, Dejan Georgiev, Aleksander Sadikov, Zvezdan Pirtošek et al.
      Pages 41-50
    6. Min-Max Itemset Trees for Dense and Categorical Datasets
      Jennifer Lavergne, Ryan Benton, Vijay V. Raghavan
      Pages 51-60
    7. TRARM-RelSup: Targeted Rare Association Rule Mining Using Itemset Trees and the Relative Support Measure
      Jennifer Lavergne, Ryan Benton, Vijay V. Raghavan
      Pages 61-70
    8. Incremental Rules Induction Method Based on Three Rule Layers
      Shusaku Tsumoto, Shoji Hirano
      Pages 71-80
    9. RPKM: The Rough Possibilistic K-Modes
      Asma Ammar, Zied Elouedi, Pawan Lingras
      Pages 81-86
    10. Exploration and Exploitation Operators for Genetic Graph Clustering Algorithm
      Jan Kohout, Roman Neruda
      Pages 87-92
    11. Local Probabilistic Approximations for Incomplete Data
      Patrick G. Clark, Jerzy W. Grzymala-Busse, Martin Kuehnhausen
      Pages 93-98
    12. On the Relations between Retention Replacement, Additive Perturbation, and Randomisations for Nominal Attributes in Privacy Preserving Data Mining
      Piotr Andruszkiewicz
      Pages 99-104

  3. Intelligent Information Systems

    1. Decision Support for Extensive Form Negotiation Games
      Sujata Ghosh, Thiri Haymar Kyaw, Rineke Verbrugge
      Pages 105-114
    2. Intelligent Alarm Filter Using Knowledge-Based Alert Verification in Network Intrusion Detection
      Yuxin Meng, Wenjuan Li, Lam-for Kwok
      Pages 115-124
    3. Clustering-Based Media Analysis for Understanding Human Emotional Reactions in an Extreme Event
      Chao Gao, Jiming Liu
      Pages 125-135
    4. An Event-Driven Architecture for Spatio-temporal Surveillance of Business Activities
      Gabriel Pestana, Joachim Metter, Sebastian Heuchler, Pedro Reis
      Pages 136-142

  4. Text Mining and Language Processing

    1. Multiple Model Text Normalization for the Polish Language
      Łukasz Brocki, Krzysztof Marasek, Danijel Koržinek
      Pages 143-148
    2. Discovering Semantic Relations Using Prepositional Phrases
      Janardhana Punuru, Jianhua Chen
      Pages 149-154
    3. DEBORA: Dependency-Based Method for Extracting Entity-Relationship Triples from Open-Domain Texts in Polish
      Alina Wróblewska, Marcin Sydow
      Pages 155-161

  5. Knowledge Representation and Integration

    1. Lexical Ontology Layer – A Bridge between Text and Concepts
      Grzegorz Protaziuk, Anna Wróblewska, Robert Bembenik, Henryk Rybiński, Teresa Podsiadły-Marczykowska
      Pages 162-171
    2. Using Web Mining for Discovering Spatial Patterns and Hot Spots for Spatial Generalization
      Jan Burdziej, Piotr Gawrysiak
      Pages 172-181
    3. AGNES: A Novel Algorithm for Visualising Diversified Graphical Entity Summarisations on Knowledge Graphs
      Grzegorz Sobczak, Mariusz Pikuła, Marcin Sydow
      Pages 182-191
    4. Large Scale Skill Matching through Knowledge Compilation
      Eufemia Tinelli, Simona Colucci, Silvia Giannini, Eugenio Di Sciascio, Francesco M. Donini
      Pages 192-201
    5. Evaluating Role Based Authorization Programs
      Chun Ruan
      Pages 202-207

  6. Music Information Retrieval

    1. A Comparison of Random Forests and Ferns on Recognition of Instruments in Jazz Recordings
      Alicja A. Wieczorkowska, Miron B. Kursa
      Pages 208-217
    2. Advanced Searching in Spaces of Music Information
      Mariusz Rybnik, Wladyslaw Homenda, Tomasz Sitarek
      Pages 218-227
    3. Mood Tracking of Musical Compositions
      Jacek Grekow
      Pages 228-233

  7. Recommender Systems

    1. Foundations of Recommender System for STN Localization during DBS Surgery in Parkinson’s Patients
      Konrad Ciecierski, Zbigniew W. Raś, Andrzej W. Przybyszewski
      Pages 234-243
    2. From Music to Emotions and Tinnitus Treatment, Initial Study
      Deepali Kohli, ZbigniewW. Raś, Pamela L. Thompson, Pawel J. Jastreboff, Alicja A. Wieczorkowska
      Pages 244-253
    3. Adapting to Natural Rating Acquisition with Combined Active Learning Strategies
      Mehdi Elahi, Francesco Ricci, Neil Rubens
      Pages 254-263

  8. Special Sessions

    1. Technology Intelligence and Applications

      1. Intelligence in Interoperability with AIDA
        Hugo Peixoto, Manuel Santos, António Abelha, José Machado
        Pages 264-273
      2. An Intelligent Patient Monitoring System
        Rui Rodrigues, Pedro Gonçalves, Miguel Miranda, Carlos Portela, Manuel Santos, José Neves et al.
        Pages 274-283
      3. Corpus Construction for Extracting Disease-Gene Relations
        Hong-Woo Chun, Sa-Kwang Song, Sung-Pil Choi, Hanmin Jung
        Pages 284-292
      4. On Supporting Weapon System Information Analysis with Ontology Model and Text Mining
        Jung-Whoan Choi, Seungwoo Lee, Dongmin Seo, Sa-Kwang Song, Hanmin Jung, Sang Hwan Lee et al.
        Pages 293-300

    2. Product Configuration

      1. Some Experimental Results Relevant to the Optimization of Configuration and Planning Problems
        Paul Pitiot, Michel Aldanondo, Elise Vareilles, Linda Zhang, Thierry Coudert
        Pages 301-310
      2. Resolving Anomalies in Configuration Knowledge Bases
        Alexander Felfernig, Florian Reinfrank, Gerald Ninaus
        Pages 311-320
      3. Configuration Repair via Flow Networks
        Ingo Feinerer, Gerhard Niederbrucker, Gernot Salzer, Tanja Sisel
        Pages 321-330
      4. Analyzing the Accuracy of Calculations When Scoping Product Configuration Projects
        Martin Bonev, Lars Hvam
        Pages 331-342
      5. A Two-Step Hierarchical Product Configurator Design Methodology
        Yue Wang, Mitchell M. Tseng
        Pages 343-348

    3. Human Factors in Information Retrieval

      1. Anonymous Preference Elicitation for Requirements Prioritization
        Gerald Ninaus, Alexander Felfernig, Florian Reinfrank
        Pages 349-356
      2. Clustering Users to Explain Recommender Systems’ Performance Fluctuation
        Charif Haydar, Azim Roussanaly, Anne Boyer
        Pages 357-366

    4. Social Recommender Systems

      1. Network-Based Inference Algorithm on Hadoop
        Zhen Tang, Qingxian Wang, Shimin Cai
        Pages 367-376
      2. A Hybrid Decision Approach to Detect Profile Injection Attacks in Collaborative Recommender Systems
        Sheng Huang, Mingsheng Shang, Shimin Cai
        Pages 377-386
      3. Recommendation of Leaders in Online Social Systems
        Hao Liu, Fei Yu, An Zeng, Linyuan Lü
        Pages 387-396
      4. Application of Recommendation System: An Empirical Study of the Mobile Reading Platform
        Chun-Xiao Jia, Chuang Liu, Run-Ran Liu, Peng Wang
        Pages 397-404
      5. Measuring Quality, Reputation and Trust in Online Communities
        Hao Liao, Giulio Cimini, Matúš Medo
        Pages 405-414

    5. Warehousing and OLAPing Complex, Spatial and Spatio-temporal Data

      1. Providing Timely Results with an Elastic Parallel DW
        João Pedro Costa, Pedro Martins, José Cecilio, Pedro Furtado
        Pages 415-424
      2. Discovering Dynamic Classification Hierarchies in OLAP Dimensions
        Nafees Ur Rehman, Svetlana Mansmann, Andreas Weiler, Marc H. Scholl
        Pages 425-434
      3. BIAccelerator – A Template-Based Approach for Rapid ETL Development
        Reinhard Stumptner, Bernhard Freudenthaler, Markus Krenn
        Pages 435-444

About these proceedings

Introduction

This book constitutes the proceedings of the 20th International Symposium on Methodologies for Intelligent Systems, ISMIS 2012, held in Macau, China, in December 2012.
The 42 regular papers and 11 short papers presented were carefully reviewed and selected from 88 submissions. They are organized in topical sections named: knowledge discovery and data mining; intelligent information systems; text mining and language processing; knowledge representation and integration; music information retrieval; recommender systems; technology intelligence and applications; product configuration; human factors in information retrieval; social recommender systems; and warehousing and OLAPing complex, spatial and spatio-temporal data.

Keywords

ETL association rule mining ontology semantic Web social Web

Editors and affiliations

  • Li Chen
    • 1
  • Alexander Felfernig
    • 2
  • Jiming Liu
    • 1
  • Zbigniew W. Raś
    • 3
  1. 1.Hong Kong Baptist UniversityKowloonHong Kong
  2. 2.Institute for Software TechnologyGraz University of TechnologyGrazAustria
  3. 3.University of North Carolina, Charlotte, NC 28223, USA and Warsaw University of TechnologyWarsawPoland

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-34624-8
  • Copyright Information Springer-Verlag Berlin Heidelberg 2012
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-34623-1
  • Online ISBN 978-3-642-34624-8
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site