Measurement of Turkish word semantic similarity and text categorization application;Türkçe kelimelerin anlamsal benzerliklerinin ölçülmesi ve metin siniflandirmada kullanilmasi

2009 IEEE 17th Signal Processing and Communications Applications Conference, SIU 2009

Volumn , Issue , 2009, Pages 1-4

  Amasyali, M Fatih ^a   Beken, Aytunç ^a  

^a YILDIZ TECHNICAL UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

BAG OF WORDS; MULTI-DIMENSIONAL SCALING; SEMANTIC SIMILARITY; SEMANTIC SPACE; TEXT CATEGORIZATION; TURKISHS; WEB CORPORA; WORD CO-OCCURRENCE;

SIGNAL PROCESSING; TEXT PROCESSING;

SEMANTICS;

EID: 70350303336     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SIU.2009.5136317     Document Type: Conference Paper

References (15)

1. Yuhua Li, Zuhair A. Bandar, David McLean, "An Approach for Measuring Semantic Similarity between Words Using Multiple Information Sources", IEEE Transactions on Knowledge and Data Engineering, vol. 15, pp. 871-882, 2003.
2. http://wordnet.princeton.edu
3. http://verbs.colorado.edu/∼mpalmer/projects/verbnet.html
4. Haris Zelig S., "Mathematical structures of language", Wiley, pp.12, 1968.
5. Amasyali M.F. "Arama Motorlari Kullanarak Bulunan Anlamsal Benzerlik Ölçütüne Dayali Kelime Siniflandirma", Sinyal İşleme ve İletişim Uygulamalari Kurultayi, 2006.
6. Jay J. Jiang, David W. Conrath, "Semantic Similarity Based on Corpus Statistics and Lexical Taxonomy", International Conference Research on Computational Linguistics (ROCLING X), Taiwan, 1997.
7. Guihong C., Dawei S., Peter B., "Fuzzy K-Means Clustering on a High Dimensional Semantic Space", Advanced Web Technologies and Applications (LNCS 3007) - The Sixth Asia Pacific Web Conference (APWeb'04), 2004.
8. Bekkerman R., Ran El-Yaniv, Naftali T., Yoad W., "Distributional Word Clusters vs. Words for Text Categorization", Journal of Machine Learning Research, pp.1-48, 2002.
9. Inderjit S. D., Subramanyam M., Rahul K., "Enhanced Word Clustering for Hierarchical Text Classification" The Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'02), 2002.
10. Baker L. D., McCallum A. K., "Distributional Clustering of Words for Text Classification", 21st ACM International Conference on Research and Development in Information Retrieval (SIGIR-98), 1998.
11. Courtney C., Rada M., "Measuring the Semantic Similarity of Texts", ACL Workshop on Emprical Modeling of Semantic Equivalance and Entailment, pp. 13-18, 2005.
12. Oflazer, K. "Two-level description of Turkish morphology. Literary and Linguistic Computing", 9(2), pp. 137-148, 1994.
13. Martinez W. L., Martinez A. R., "Exploratory Data Analysis with MATLAB", Chapman & Hall/CRC, p.61, 2004.
14. www.cs.waikato.ac.nz/ml/weka
15. Ciya L., Shamim A., Paul D., "Feature Preparation in Text Categorization", Oracle Text Selected Papers and Presentations ,2001.