Abstract
At present, many scholars have studied the semantic relations mining in social tags based on WordNet—an English semantic dictionary and have made some progress. There have been few studies to combine modern Chinese semantic dictionary and social tags. The paper selects tag data from Dòubàn Reading first, then uses the classification and coding system of A Thesaurus of Modern Chinese(TMC), calculates the semantic similarity of tag data and mines the semantic relations in social tags by WordSimilarity—a lexical semantic similarity computing system. The results obtained with this method, not so different from the way we think of lexical semantic relations, have a higher accuracy.
Supported by the National Language Committee of China (Grant No. YB125-170).
Access provided by CONRICYT-eBooks. Download to read the full chapter text
Chapter PDF
Similar content being viewed by others
References
Chklovski, T., Pantel, P.: VerbOcean: Mining the Web for Fine-Grained Semantic Verb Relations. In: Proceedings of Conference on Empirical Methods in Natural Language Processing(EMNLP-04), pp. 33-40. Barcelona, Spain (2004).
Miller, G. A.: Wordnet: A Lexical Database for English. Communications of the ACM 38(11), 39–41(1995).
Dòubàn Homepage, https://en.wikipedia.org/wiki/Dòubàn, last accessed 2017/03/25.
Feng, L. I., Fang, L. I.: An New Approach Measuring Semantic Similarity in Hownet 2000. Journal of Chinese Information Processing21(3), 99-105 (2007).
Markines, B., Cattuto, C., Menczer, F., Benz, D., Hotho, A., & Stumme, G. Evaluating Similarity Measures for Emergent Semantics of Social Tagging. In: Proceedings of the International Conference on World Wide Web, pp.641–650. New York, NY, USA (2009).
Melnik, S., Garcia-Molina, H., & Rahm, E. Similarity Flooding: A Versatile Graph Matching Algorithm. In: Proceedings of the 18th International Conference on Data Engineering(ICDA), pp.117–128. Santa Barbara, CA, USA (2002).
Madhavan, J., Bernstein, P. A., & Rahm, e on Very Large Data Bases, pp.49–58. Morgan Kaufmann Publishers Inc, Italy (2001).
Su, X. CH. A Thesaurus of Modern Chinese (TMC). 1st edn. The Commercial Press, Beijing, CHN (2013).
Xiong, H. X.: Research Overview on the Combination of Tag and Ontology in Social Tagging System. Journal of Intelligence 32(8), 136–141 (2013).
Xiong, H. X., & Wang, X. D.: Research on Mapping between Tag and Ontology in Folksonomy System. Information Science32(3), 121–126 (2014).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG
About this paper
Cite this paper
Yu, J. (2018). Semantic Relations Mining in Social Tags Based on a Modern Chinese Semantic Dictionary. In: Wu, Y., Hong, JF., Su, Q. (eds) Chinese Lexical Semantics. CLSW 2017. Lecture Notes in Computer Science(), vol 10709. Springer, Cham. https://doi.org/10.1007/978-3-319-73573-3_28
Download citation
DOI: https://doi.org/10.1007/978-3-319-73573-3_28
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-73572-6
Online ISBN: 978-3-319-73573-3
eBook Packages: Computer ScienceComputer Science (R0)