Title :
SINDI-WALKS: Workbench for PLOT-based Technological Information Extraction and Management
Author :
Sung-Pil Choi ; Hong-Woo Chun ; Chang-Hoo Jeong ; Sa-kwang Song ; Hanmin Jung
Author_Institution :
Dept. of Software Res., Korea Inst. of Sci. & Technol. Inf. (KISTI), Daejeon, South Korea
Abstract :
This paper introduces a workbench called SINDI-WALKS capable of extracting inherent valuable information from scientific literatures such as articles and patents. The system identifies PLOTs, Person, Location, Organization and Terms and extracts the semantic relations between them. Also, the workbench provides two test beds for monitoring the run-time behavior of the core engines, SINDI-CORE (PLOT recognition engine) and SINDI-LINK (relation extraction engine). As an important auxiliary tool, an intuitive annotation system is additionally furnished to construct training or evaluation collections for the engines above. Various administrative functions are also provided to visually manage the extracted semantic triples in an efficient manner. The proposed toolsets in this paper will facilitate the performance optimization of the information extraction as well as the efficient management of the extracted semantic triples.
Keywords :
data mining; information management; knowledge acquisition; text analysis; PLOT recognition engine; PLOT-based technological information; SINDI-CORE engine; SINDI-LINK engine; SINDI-WALKS workbench; administrative function; article; information extraction; information management; intuitive annotation system; patent; person-location-organization-term; relation extraction engine; semantic relation; semantic triple; text mining method; Dictionaries; Engines; Semantics; Software; Text mining; Text recognition; Information Extraction; Knowledge Engineering; Relation Extraction; Scientific Intelligence; Text Mining;
Conference_Titel :
Green Computing and Communications (GreenCom), 2012 IEEE International Conference on
Conference_Location :
Besancon
Print_ISBN :
978-1-4673-5146-1
DOI :
10.1109/GreenCom.2012.116