TY - GEN
T1 - The dynamic generation of refining categories in ontology-based search
AU - Zhu, Yongjun
AU - Jeon, Dongkyu
AU - Kim, Wooju
AU - Hong, June S.
AU - Lee, Myungjin
AU - Wen, Zhuguang
AU - Cai, Yanhua
PY - 2013
Y1 - 2013
N2 - In the era of information revolution, the amount of digital contents is growing explosively with the advent of personal smart devices. The consumption of the digital contents makes users depend heavily on search engines to search what they want. Search requires tedious review of search results from users currently, and so alleviates it; predefined and fixed categories are provided to refine results. Since fixed categories never reflect the difference of queries and search results, they often contain insensible information. This paper proposes a method for the dynamic generation of refining categories under the ontology-based semantic search systems. It specifically suggests a measure for dynamic selection of categories and an algorithm to arrange them in an appropriate order. Finally, it proves the validity of the proposed approach by using some evaluative measures.
AB - In the era of information revolution, the amount of digital contents is growing explosively with the advent of personal smart devices. The consumption of the digital contents makes users depend heavily on search engines to search what they want. Search requires tedious review of search results from users currently, and so alleviates it; predefined and fixed categories are provided to refine results. Since fixed categories never reflect the difference of queries and search results, they often contain insensible information. This paper proposes a method for the dynamic generation of refining categories under the ontology-based semantic search systems. It specifically suggests a measure for dynamic selection of categories and an algorithm to arrange them in an appropriate order. Finally, it proves the validity of the proposed approach by using some evaluative measures.
UR - http://www.scopus.com/inward/record.url?scp=84892975601&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84892975601&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-37996-3_10
DO - 10.1007/978-3-642-37996-3_10
M3 - Conference contribution
AN - SCOPUS:84892975601
SN - 9783642379956
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 146
EP - 158
BT - Semantic Technology - Second Joint International Conference, JIST 2012, Proceedings
T2 - 2nd Joint International Conference on Semantic Technology, JIST 2012
Y2 - 2 December 2012 through 4 December 2012
ER -