TY - GEN
T1 - Development of a text retrieval and mining system for Taiwanese historical people
AU - Sie, Shun Hong
AU - Ke, Hao Ren
AU - Chang, Su Bing
N1 - Publisher Copyright:
© 2017 Pacific Neighborhood Consortium (PNC).
PY - 2017/12/13
Y1 - 2017/12/13
N2 - Personage is an important kind of entities in study of history. Comprehensive understanding of personage biographies is beneficial for researching into historical events. This article introduces the development of a text retrieval and mining system for Taiwanese historical people - Taiwan Biographical Database (TBDB). It describes the characteristics of personages in TBDB, highlights the system architecture and preliminary achievement of TBDB, and proposes a method to recognize named entities in the personage biographies, specifically poetry societies, which achieves the recall rate 96% and the precision rate 65%. Finally, this article elaborates on the lessons learned through the creation of TBDB, and the future plans.
AB - Personage is an important kind of entities in study of history. Comprehensive understanding of personage biographies is beneficial for researching into historical events. This article introduces the development of a text retrieval and mining system for Taiwanese historical people - Taiwan Biographical Database (TBDB). It describes the characteristics of personages in TBDB, highlights the system architecture and preliminary achievement of TBDB, and proposes a method to recognize named entities in the personage biographies, specifically poetry societies, which achieves the recall rate 96% and the precision rate 65%. Finally, this article elaborates on the lessons learned through the creation of TBDB, and the future plans.
KW - Taiwan Biographical Database (TBDB)
KW - name entity recognition
KW - social network analysis (SNA)
KW - text mining
KW - text retrieval
UR - http://www.scopus.com/inward/record.url?scp=85047180430&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85047180430&partnerID=8YFLogxK
U2 - 10.23919/PNC.2017.8203522
DO - 10.23919/PNC.2017.8203522
M3 - Conference contribution
AN - SCOPUS:85047180430
T3 - Proceedings of the 2017 Pacific Neighborhood Consortium Annual Conference and Joint Meetings: Data Informed Society, PNC 2017
SP - 56
EP - 62
BT - Proceedings of the 2017 Pacific Neighborhood Consortium Annual Conference and Joint Meetings
A2 - Chen, Sophy Shu-Jiun
A2 - Lin, Feng-Tyan
A2 - Wang, Da-Wei
A2 - Chen, Ling-Jyh
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2017 Pacific Neighborhood Consortium Annual Conference and Joint Meetings, PNC 2017
Y2 - 7 November 2017 through 9 November 2017
ER -