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Volumn 7024 LNCS, Issue , 2011, Pages 261-266

A knowledge-based semantic kernel for text classification

Author keywords

Semantic Kernels; Text Classification; Thesaurus

Indexed keywords

BAG OF WORDS; BOW APPROACH; CLASSIFICATION ACCURACY; EASE OF USE; EMPIRICAL EVALUATIONS; REAL DATA SETS; SEMANTIC RELATEDNESS; STATISTICAL INFORMATION; TEXT CLASSIFICATION; TEXTUAL DOCUMENTS; TF-IDF WEIGHTING;

EID: 80053966832     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-24583-1_25     Document Type: Conference Paper
Times cited : (23)

References (11)
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    • Navigli, R.: Word sense disambiguation: A survey. ACM Computing Surveys 41(2), 10:1-10:69 (2009)
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    • Navigli, R.1
  • 4
    • 33646432735 scopus 로고    scopus 로고
    • Word sense disambiguation for exploiting hierarchical thesauri in text classification
    • Jorge, A.M., Torgo, L., Brazdil, P.B., Camacho, R., Gama, J. (eds.) PKDD 2005. Springer, Heidelberg
    • Mavroeidis, D., Tsatsaronis, G., Vazirgiannis, M., Theobald, M., Weikum, G.: Word sense disambiguation for exploiting hierarchical thesauri in text classification. In: Jorge, A.M., Torgo, L., Brazdil, P.B., Camacho, R., Gama, J. (eds.) PKDD 2005. LNCS (LNAI), vol. 3721, pp. 181-192. Springer, Heidelberg (2005)
    • (2005) LNCS (LNAI) , vol.3721 , pp. 181-192
    • Mavroeidis, D.1    Tsatsaronis, G.2    Vazirgiannis, M.3    Theobald, M.4    Weikum, G.5
  • 7
    • 77956237073 scopus 로고    scopus 로고
    • Semantic kernels for text classification based on topological measures of feature similarity
    • Bloehdorn, S., Basili, R., Cammisa, M., Moschitti, A.: Semantic kernels for text classification based on topological measures of feature similarity. In: Proc. of ICDM 2006, pp. 808-812 (2006)
    • (2006) Proc. of ICDM 2006 , pp. 808-812
    • Bloehdorn, S.1    Basili, R.2    Cammisa, M.3    Moschitti, A.4
  • 9
    • 33746909470 scopus 로고    scopus 로고
    • A Semantic Kernel to classify texts with very few training examples
    • Basili, R., Cammisa, M., Moschitti, A.: A Semantic Kernel to classify texts with very few training examples. Informatica 30(2), 163-172 (2006)
    • (2006) Informatica , vol.30 , Issue.2 , pp. 163-172
    • Basili, R.1    Cammisa, M.2    Moschitti, A.3
  • 10
    • 38149070561 scopus 로고    scopus 로고
    • Word sense disambiguation with spreading activation networks generated from thesauri
    • Tsatsaronis, G., Vazirgiannis, M., Androutsopoulos, I.: Word sense disambiguation with spreading activation networks generated from thesauri. In: Proc. of IJCAI, pp. 1725-1730 (2007)
    • (2007) Proc. of IJCAI , pp. 1725-1730
    • Tsatsaronis, G.1    Vazirgiannis, M.2    Androutsopoulos, I.3
  • 11
    • 29644438050 scopus 로고    scopus 로고
    • Statistical comparisons of classifiers over multiple data sets
    • Demsar, J.: Statistical comparisons of classifiers over multiple data sets. Journal of Machine Learning Research 7, 1-30 (2006)
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 1-30
    • Demsar, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.