Effect of Semantic Differences in Word Net-Based Similarity Measures

被引：0

作者：

Ernesto Menendez-Mora, Raul ^{[1
]}

Ichise, Ryutaro ^{[1
]}

机构：

[1] Res Org Informat & Syst, Natl Inst Informat, Chiyoda Ku, Tokyo 1018430, Japan

来源：

TRENDS IN APPLIED INTELLIGENT SYSTEMS, PT II, PROCEEDINGS | 2010年 / 6097卷

关键词：

WordNet; Measures; Semantic Similarity; Featured Based Similarity;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Assessing the semantic similarity\ of words is a generic problem in many research fields such as artificial intelligence, biomedicine linguistics, cognitive science Mid psychology The difficulty of this task lies in how to find an effective way to simulate the process of human judgement of word similarity in this paper we introduce the idea of semantic differences and commonalities between words to the similarity computation process Five new semantic similarity metrics are obtained after applying this scheme to traditional WordNet-based measures in an experimental evaluation of out approach on a standard 28 word pans dataset three of the measures outperformed their classical version, while the other two performed as well as their unmodified comae! parts

引用

页码：545 / 554

页数：10

共 50 条

[21] Evaluating the effect of annotation size on measures of semantic similarity
Maxat Kulmanov
Robert Hoehndorf
Journal of Biomedical Semantics, 8
[22] The roles of semantic similarity and proactive interference in the word length effect
Goh, Winston D.
Goh, Chang Khiang
PSYCHONOMIC BULLETIN & REVIEW, 2006, 13 (06) : 978 - 984
[23] Word Embedding-Based Topic Similarity Measures
Terragni, Silvia
Fersini, Elisabetta
Messina, Enza
NATURAL LANGUAGE PROCESSING AND INFORMATION SYSTEMS (NLDB 2021), 2021, 12801 : 33 - 45
[24] Ontology based Semantic Measures in Document Similarity Ranking
Sridevi, U. K.
Nagaveni, N.
2009 INTERNATIONAL CONFERENCE ON ADVANCES IN RECENT TECHNOLOGIES IN COMMUNICATION AND COMPUTING (ARTCOM 2009), 2009, : 482 - +
[25] The roles of semantic similarity and proactive interference in the word length effect
Winston D. Goh
Chang Khiang Goh
Psychonomic Bulletin & Review, 2006, 13 : 978 - 984
[26] Image similarity measures based on weak semantic embedding
Institute of Image Processing and Pattern Recognition, Shanghai Jiaotong University, Shanghai 200030, China
Gaojishu Tongxin, 2006, 1 (27-31):
[27] Handling net-based gripes
Krause, J
ABA JOURNAL, 2003, 89 : 65 - 65
[28] Comparing measures of semantic similarity
Ljubesic, Nikola
Boras, Damir
Bakaric, Nikola
Njavro, Jasmina
PROCEEDINGS OF THE ITI 2008 30TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY INTERFACES, 2008, : 675 - 681
[29] Semantic Similarity Based on Word Recurrence Ratio Focusing on WordNet
Ahmed, M. Elius
Shajalal, Md
Atabuzzaman, Md
Aono, Masaki
2020 23RD INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY (ICCIT 2020), 2020,
[30] Semantic Similarity of Inverse Morpheme Words Based on Word Embedding
Zhou, Jiaomei
Liu, Zhiying
CHINESE LEXICAL SEMANTICS, CLSW 2021, PT I, 2022, 13249 : 452 - 463

← 1 2 3 4 5 →