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MHDW 2015 : 4th Mining Humanistic Data Workshop

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Link: http://delab.csd.auth.gr/eann2015/workshops.php?workshop_id=1
 
When Sep 25, 2015 - Sep 25, 2015
Where Island of Rhodes, GREECE
Submission Deadline May 17, 2015
Notification Due Jun 15, 2015
Final Version Due Jun 22, 2015
Categories    data mining   humanistic sciences   knowledge discovery
 

Call For Papers

4th Mining Humanistic Data Workshop

**Call for papers**

Workshop dates
September 25th, 2015

VENUE: Amilia Mare (ex. Paradise Mare), Aldemar Luxury Five Star Resort, Island of Rhodes, GREECE http://www.aldemar-resorts.gr/EN/Family%20resorts/Amilia%20Mare/

Conference web Site: http://delab.csd.auth.gr/eann2015/workshops.php?workshop_id=1

Workshop Aim
The abundance of available data that is retrieved from or is related to the areas of Humanities and the human condition challenges the research community in processing and analyzing it. The aim is two-fold: on the one hand, to extract knowledge that will help understand human behavior, creativity, way of thinking, reasoning, learning, decision making, socializing and even biological processes; on the other hand, to exploit the extracted knowledge by incorporating it into intelligent systems that will support humans in their everyday activities.

The nature of humanistic data can be multimodal, semantically heterogeneous, dynamic, time and space-dependent, and highly complicated. Translating humanistic information, e.g. behavior, state of mind, artistic creation, linguistic utterance, learning and genomic information into numerical or categorical low-level data is a significant challenge on its own. New techniques, appropriate to deal with this type of data, need to be proposed and existing ones adapted to its special characteristics.

The workshop aims to bring together interdisciplinary approaches that focus on the application of innovative as well as existing data matching, fusion and mining and knowledge discovery and management techniques (like decision rules, decision trees, association rules, ontologies and alignments, clustering, filtering, learning, classifier systems, neural networks, support vector machines, preprocessing, post processing, feature selection, visualization techniques) to data derived from all areas of Humanistic Sciences, e.g. linguistic, historical, behavioral, psychological, artistic, musical, educational, social etc., Ubiquitous Computing and Bioinformatics.

Ubiquitous Computing applications (aka Pervasive Computing, Mobile Computing, Ambient Intelligence, etc.) collect large volumes of usually heterogeneous data in order to effect adaptation, learning and in general context awareness. Data matching, fusion and mining techniques are necessary to ensure human centred application functionality.

An important aspect of humanistics centers around managing, processing and computationally analyzing Biological and Biomedical data. Hence, one of the aims of this workshop will be to also attract researchers that are interested in designing, developing and applying efficient data and text mining techniques for discovering the underlying knowledge existing in Biomedical data, such as sequences, gene expressions and pathways.

Workshop Topics
The workshop topics include but are not limited to:

*Humanistic Data Collection and Interpretation
*Data pre-processing
*Feature Selection
*Supervised learning of humanistic knowledge
*Clustering
*Fuzzy modeling
*Heterogeneous data fusion
*Knowledge Representation and Reasoning
*Linguistic Data Mining
*Historical Research
*Educational Data Mining
*Music Information Retrieval
*Data-driven Profiling/ Personalization
*User Modeling
*Behavior Prediction
*Recommender Systems
*Web Sentiment Analysis
*Social Data Mining
*Visualization techniques
*Integration of data mining results into real-world applications with humanistic context
*Ontologies, ontology matching and alignment
*Mining Humanistic Data in the Cloud
*Game Data Mining
*Virtual-World Data Mining
*Speech and Audio Data Processing
*Data Mining Techniques for Knowledge Discovery
*Biomedical Data Mining
*Protein structure prediction

Important dates
Paper submission deadline: May 17th, 2015
Author notifications: June 15th, 2015
Camera-ready submission deadline: June 22nd, 2015
Early registration deadline: June 22nd, 2015
Workshop Date: September 25th, 2015

Program Chairs
Christos Makris
Department of Computer Engineering and Informatics, University of Patras, Greece
makri@ceid.upatras.gr

Katia Lida Kermanidis
Department of Informatics, Ionian University, Greece
kerman@ionio.gr

Ioannis Karydis
Department of Informatics, Ionian University, Greece
karydis@ionio.gr

Submission
All papers should be submitted either in a doc/docx or in a pdf form and they will be peer reviewed by at least 2 academic referees. Papers should not exceed 10 pages. Contributing authors must follow the Springer Lecture Notes in Computer Science (LNCS) instructions for authors (http://www.springer.com/computer/lncs?SGWID=0-164-6-793341-0).

Publication
Accepted papers will be presented orally in the EANN 2015 conference and they will be published in the Proceedings of the main event.

Registration fees and benefits for the workshops' participants are exactly identical with the ones of the main EANN 2015 event (http://delab.csd.auth.gr/eann2015).

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