A Web Application for Text Document Classification Based on K-Nearest Neighbor Algorithm
Serdica Journal of Computing, Tome 11 (2017) no. 2, pp. 183-198.
Voir la notice de l'article dans Bulgarian Digital Mathematics Library
The paper gives insight on how the text document categorization
problem can be solved and implemented in a software product. On that score, it
specifies how input data are provided, processed and transformed into output
data. The goal of the paper is not only to suggest a simple theoretical solution to
the text document categorization problem but to provide a real-life
implementation as part of a software system.
ACM Computing Classication System (1998): H.3.3, H.3.5, I.7.5.
Mots-clés :
Clustering, Document Analysis, Web-Based Services
@article{SJC_2017_11_2_a5, author = {Aleksieva-Petrova, Adelina and Minkov, Emilyan and Petrov, Milen}, title = {A {Web} {Application} for {Text} {Document} {Classification} {Based} on {K-Nearest} {Neighbor} {Algorithm}}, journal = {Serdica Journal of Computing}, pages = {183--198}, publisher = {mathdoc}, volume = {11}, number = {2}, year = {2017}, language = {en}, url = {https://geodesic-test.mathdoc.fr/item/SJC_2017_11_2_a5/} }
TY - JOUR AU - Aleksieva-Petrova, Adelina AU - Minkov, Emilyan AU - Petrov, Milen TI - A Web Application for Text Document Classification Based on K-Nearest Neighbor Algorithm JO - Serdica Journal of Computing PY - 2017 SP - 183 EP - 198 VL - 11 IS - 2 PB - mathdoc UR - https://geodesic-test.mathdoc.fr/item/SJC_2017_11_2_a5/ LA - en ID - SJC_2017_11_2_a5 ER -
%0 Journal Article %A Aleksieva-Petrova, Adelina %A Minkov, Emilyan %A Petrov, Milen %T A Web Application for Text Document Classification Based on K-Nearest Neighbor Algorithm %J Serdica Journal of Computing %D 2017 %P 183-198 %V 11 %N 2 %I mathdoc %U https://geodesic-test.mathdoc.fr/item/SJC_2017_11_2_a5/ %G en %F SJC_2017_11_2_a5
Aleksieva-Petrova, Adelina; Minkov, Emilyan; Petrov, Milen. A Web Application for Text Document Classification Based on K-Nearest Neighbor Algorithm. Serdica Journal of Computing, Tome 11 (2017) no. 2, pp. 183-198. https://geodesic-test.mathdoc.fr/item/SJC_2017_11_2_a5/