Vol-1202
urn:nbn:de:0074-1202-3

Copyright © 2014 for the individual papers by the papers' authors. Copying permitted only for private and academic purposes. This volume is published and copyrighted by its editors.

DMNLP 2014
Interactions between Data Mining and Natural Language Processing

Proceedings of the 1st International Workshop on Interactions between Data Mining and Natural Language Processing
co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2014)

Nancy, France, September 15, 2014.

Edited by

Peggy Cellier (1)
Thierry Charnois (2)
Andreas Hotho (3)
Stan Matwin (4)
Marie-Francine Moens (5)
Yannick Toussaint (6)

(1) INSA Rennes, IRISA Campus Beaulieu, 35042 Rennes cedex, France. E-mail: [email protected]
(2) Université Paris 13 Sorbonne Paris Cité, LIPN CNRS, Av J.B. Clément, 93430 Villetaneuse, France. E-mail: [email protected]
(3) University of Würzburg Am Hubland, 97074 Würzburg, Germany. E-mail: [email protected]
(4) Faculty of Computer Science, Dalhousie University, 6050 University Ave., P.O. Box 15000, Halifax Nova Scotia, B3H 4R2 Canada. E-mail: [email protected]
(5) Department of Computer Science, KU Leuven, Celestijnenlaan 200A, B-3001 Heverlee, Belgium. E-mail: [email protected]
(6) INRIA Nancy Grand-Est, LORIA 615 Rue du Jardin Botanique, 54600 Villers-lès-Nancy, France. E-mail: [email protected]

Table of Contents

Regular Papers

Automatically Detecting and Rating Product Aspects from Textual Customer Reviews 1-16
Wouter Bancken, Daniele Alfarone, Jesse Davis
Mining Meaning from Text by Harvesting Frequent and Diverse Semantic Itemsets 17-32
Luigi Di Caro, Guido Boella
Text Mining for Open Domain Semi-Supervised Semantic Role Labeling 33-48
Quynh Ngoc Thi Do, Steven Bethard, Marie-Francine Moens
Learning Semantically Coherent Rules 49-63
Aleaxnder Gabriel, Heiko Paulheim, Frederik Janssen
Text Classification Using Association Rules, Dependency Pruning and Hyperonymization 65-80
Yannis Haralambous, Philippe Lenca
Learning Subgraph Patterns from text for Extracting Disease - Symptom Relationships 81-96
Mohsen Hassan, Adrien Coulet, Yannick Toussaint
Interpretable Low-rank Document Representations with Label-dependent Sparsity Patterns 97-112
Ivan Ivek
TagMiner: A Semisupervised Associative POS Tagger Effective for Resource Poor Languages 113-128
Pratibha Rani, Vikram Pudi, Dipti Sharma
Sequential Patterns of POS Labels Help to Characterize Language Acquisition 129-142
Isabelle Tellier, Zineb Makhlouf, Yoann Dupont

Extented Abstract

RegExpMiner: Automatically Discovering Frequently Matching Regular Expressions 143-144
Julien Rabatel, Jérôme Azé, Pascal Poncelet, Mathieu Roche
NLP-based Feature Extraction for Automated Tweet Classification 145-146
Anna Stavrianou, Caroline Brun, Tomi Silander, Claude Roux

2014-07-31: submitted by Yannick Toussaint
2014-08-01: published on CEUR-WS.org |valid HTML5|