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Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data

Third International Workshop, HCI-KDD 2013, Held at SouthCHI 2013, Maribor, Slovenia, July 1-3, 2013, Proceedings

  • Conference proceedings
  • © 2013

Overview

Editors:
  1. Andreas Holzinger

    1. Institute for Medical Informatics, Statistics and Documentation (IMI), Medical University Graz, Graz, Austria

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  2. Gabriella Pasi

    1. Department of Informatics, Systems and Communication, University of Milano-Bicocca, Milano, Italy

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    You can also search for this editor in PubMed   Google Scholar

  • State-of-the-art research
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7947)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: HCI-KDD 2013.

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Table of contents (38 papers)

  1. Front Matter

    Download chapter PDF

  2. Human-Computer Interaction and Knowledge Discovery

    1. Hypothesis Generation by Interactive Visual Exploration of Heterogeneous Medical Data

      • Cagatay Turkay, Arvid Lundervold, Astri Johansen Lundervold, Helwig Hauser
      Pages 1-12

    2. Combining HCI, Natural Language Processing, and Knowledge Discovery - Potential of IBM Content Analytics as an Assistive Technology in the Biomedical Field

      • Andreas Holzinger, Christof Stocker, Bernhard Ofner, Gottfried Prohaska, Alberto Brabenetz, Rainer Hofmann-Wellenhof
      Pages 13-24

    3. Designing Computer-Based Clinical Guidelines Decision Support by a Clinician

      • Ljiljana Trtica-Majnarić, Aleksandar Včev
      Pages 25-34

    4. Opinion Mining on the Web 2.0 – Characteristics of User Generated Content and Their Impacts

      • Gerald Petz, Michał Karpowicz, Harald Fürschuß, Andreas Auinger, Václav Stříteský, Andreas Holzinger
      Pages 35-46

    5. Evaluation of SHAPD2 Algorithm Efficiency Supported by a Semantic Compression Mechanism in Plagiarism Detection Tasks

      • Dariusz Adam Ceglarek
      Pages 47-58

    6. Using Hasse Diagrams for Competence-Oriented Learning Analytics

      • Michael D. Kickmeier-Rust, Dietrich Albert
      Pages 59-64

    7. Towards the Detection of Deception in Interactive Multimedia Environments

      • Hugo Plácido da Silva, Ana Priscila Alves, André Lourenço, Ana Fred, Inês Montalvão, Leonel Alegre
      Pages 65-76

    8. Predictive Sentiment Analysis of Tweets: A Stock Market Application

      • Jasmina Smailović, Miha Grčar, Nada Lavrač, Martin Žnidaršič
      Pages 77-88

    9. A UI Prototype for Emotion-Based Event Detection in the Live Web

      • George Valkanas, Dimitrios Gunopulos
      Pages 89-100

    10. Challenges from Cross-Disciplinary Learning Relevant for KDD Methods in Intercultural HCI Design

      • Rüdiger Heimgärtner
      Pages 101-111

    11. Intent Recognition Using Neural Networks and Kalman Filters

      • Pradipta Biswas, Gokcen Aslan Aydemir, Pat Langdon, Simon Godsill
      Pages 112-123

    12. HCI Empowered Literature Mining for Cross-Domain Knowledge Discovery

      • Matjaž Juršič, Bojan Cestnik, Tanja Urbančič, Nada Lavrač
      Pages 124-135

    13. An Interactive Course Analyzer for Improving Learning Styles Support Level

      • Moushir M. El-Bishouty, Kevin Saito, Ting-Wen Chang, Kinshuk, Sabine Graf
      Pages 136-147

    14. A Framework for Automatic Identification and Visualization of Mobile Device Functionalities and Usage

      • Renan H. P. Lima, Moushir M. El-Bishouty, Sabine Graf
      Pages 148-159

    15. Crowdsourcing Fact Extraction from Scientific Literature

      • Christin Seifert, Michael Granitzer, Patrick Höfler, Belgin Mutlu, Vedran Sabol, Kai Schlegel et al.
      Pages 160-172

    16. Digital Archives: Semantic Search and Retrieval

      • Dimitris Spiliotopoulos, Efstratios Tzoannos, Cosmin Cabulea, Dominik Frey
      Pages 173-182

    17. Inconsistency Knowledge Discovery for Longitudinal Data Management: A Model-Based Approach

      • Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
      Pages 183-194

    18. On Knowledge Discovery in Open Medical Data on the Example of the FDA Drug Adverse Event Reporting System for Alendronate (Fosamax)

      • Pinar Yildirim, Ilyas Ozgur Ekmekci, Andreas Holzinger
      Pages 195-206

    19. Random Forests for Feature Selection in Non-invasive Brain-Computer Interfacing

      • David Steyrl, Reinhold Scherer, Gernot R. Müller-Putz
      Pages 207-216
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  1. Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data

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About this book

This book constitutes the refereed proceedings of the Third Workshop on Human-Computer Interaction and Knowledge Discovery, HCI-KDD 2013, held in Maribor, Slovenia, in July 2013, at SouthCHI 2013. The 20 revised papers presented were carefully reviewed and selected from 68 submissions. The papers are organized in topical sections on human-computer interaction and knowledge discovery, knowledge discovery and smart homes, smart learning environments, and visualization data analytics.

Editors and Affiliations

  • Institute for Medical Informatics, Statistics and Documentation (IMI), Medical University Graz, Graz, Austria

    Andreas Holzinger

  • Department of Informatics, Systems and Communication, University of Milano-Bicocca, Milano, Italy

    Gabriella Pasi

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