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

Lecture notes in computer sciencePublished 1 January 2013

Andreas Holzinger, Gabriella Pasi

DOI10.1007/978-3-642-39146-0

Source URL

Citations56

SJR quartileQ2

SJR score0.35

SNIP0.55

Abstract

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.

Keywords

Computer ScienceBusiness, Management and Accounting

Lecture notes in computer scienceInconsistency Knowledge Discovery for Longitudinal Data Management: A Model-Based Approach

15 Citations2013Roberto Boselli, Mirko Cesarini +2 more

In the last years, the growing diffusion of IT-based services has given a rise to the use of huge masses of data, however, using data for analytical and decision making purposes requires to perform several tasks, e.g. data cleansing, data filtering, data aggregation and synthesis, etc.

Lecture notes in computer scienceOn Knowledge Discovery in Open Medical Data on the Example of the FDA Drug Adverse Event Reporting System for Alendronate (Fosamax)

15 Citations2013Pınar Yıldırım, Ilyas Ozgur Ekmekci +1 more

A study to discover hidden patterns in the reports of the public release of the Food and Drug Administration’s Adverse Event Reporting System (AERS) for alendronate (fosamax) drug and find some interesting rules and associations can be useful for medical researchers and decision making at pharmaceutical companies.

Lecture notes in computer scienceRandom Forests for Feature Selection in Non-invasive Brain-Computer Interfacing

13 Citations2013David Steyrl, Reinhold Scherer +1 more

The results show that RF, within seconds, identified oscillatory components that allowed generating robust and stable BCI control signals and is a useful tool for interactive machine learning and data mining in the context of BCI.

Lecture notes in computer scienceThe Concept of eTextbooks in K-12 Classes from the Perspective of Its Stakeholders

9 Citations2013Guang Chen, Chaohua Gong +3 more

The results showed that eTextbooks could keep the instructional process running as smoothly as before and identified 18 features and functions that covered a range of dimensions including structure and layout, interactive media, note-taking tools, assignment tools and management tools.

Lecture notes in computer science“…Language in Their Very Gesture” First Steps towards Calm Smart Home Input

8 Citations2013John N. A. Brown, Bonifaz Kaufmann +3 more

This work proposes a multimodal trigger for getting the attention of a passive smart home system, and implements a gesture recognition application on a smart phone to demonstrate three key concepts: the possibility that a common gesture of human communication could be used as part of that trigger, and that some commonly understood gestures exist and can be used immediately.

Lecture notes in computer scienceExtending the AAT Tool with a User-Friendly and Powerful Mechanism to Retrieve Complex Information from Educational Log Data

7 Citations2013Stephen Kladich, Cindy Ives +2 more

A user-friendly and powerful mechanism to retrieve complex information without requiring users to have background in computer science is presented, which allows educators and learning designers to get answers to complex questions in an easy understandable format.

Lecture notes in computer scienceA Framework for Automatic Identification and Visualization of Mobile Device Functionalities and Usage

7 Citations2013Renan H. P. Lima, Moushir M. El-Bishouty +1 more

A framework that automatically identifies the functionalities of a device, monitors their usage and provides users with visualizations about the availability and usage of such functionalities/features, which builds the basis for providing personalized learning experiences considering the learners’ context is presented.

Lecture notes in computer scienceA Multi-dimensional Personalization Approach to Developing Adaptive Learning Systems

6 Citations2013Tzu‐Chi Yang, Gwo‐Jen Hwang +2 more

A multi-dimensional personalization approach is proposed for developing adaptive learning systems by taking various personalized features into account, including learning styles and cognitive styles of student, showing that the proposed is effective and promising.

Lecture notes in computer scienceHCI Empowered Literature Mining for Cross-Domain Knowledge Discovery

3 Citations2013Matjaž Juršič, Bojan Cestnik +2 more

An exploration engine for text mining and cross-context link discovery, implemented as a web application with a user-friendly interface, that supports experts in advanced document exploration by facilitating document retrieval, analysis and visualization.

Lecture notes in computer scienceChallenges from Cross-Disciplinary Learning Relevant for KDD Methods in Intercultural HCI Design

3 Citations2013Rüdiger Heimgärtner

The challenges in cross-disciplinary learning relevant for using KDD methods in intercultural human-computer interaction (HCI) design are described and solutions are provided.