Title :
Overviewing Information Structure of Review Documents Using Syntax Constraints on Evaluation Descriptions
Author :
Fukumoto, Junichi ; Furuta, Chikashi ; Yamanishi, Ryosuke
Author_Institution :
Deptment of Media Technol., Ritsumeikan Univ., Kusatsu, Japan
fDate :
Aug. 31 2014-Sept. 4 2014
Abstract :
This paper describes a method to detect evaluation points from freely written Web review for overviewing review structure. In freely written review, evaluation points and relationships between these points are unclear. We consider that overviewing Web review structure helps us to understand review documents. Based on our experiments, we confirmed that the proposed method detected evaluation points to be presented with high precision without dependence on kinds of evaluation target. Moreover, our proposed method realized to present relationships among evaluation points to be presented referring syntax features that were used to detect evaluation points to be presented.
Keywords :
Internet; computational linguistics; information retrieval; natural language processing; reviews; Web review documents; evaluation descriptions; evaluation point detection; information extraction; information structure; natural language processing; syntax constraints; Data mining; Dictionaries; Feature extraction; Recycling; Syntactics; Vehicles; Visualization; Detection of Evaluation Points; Information Extraction; Information Structure; Natural language processing; Review analysis;
Conference_Titel :
Advanced Applied Informatics (IIAIAAI), 2014 IIAI 3rd International Conference on
Conference_Location :
Kitakyushu
Print_ISBN :
978-1-4799-4174-2
DOI :
10.1109/IIAI-AAI.2014.187