عنوان فارسی مقاله: |
کرنل معنایی مجموعه ای از نوشته ها و داده ها برای دسته بندی متون از طریق استفاده از ارزش واقعی واژگان |
عنوان انگلیسی مقاله: |
A corpus-based semantic kernel for text classification by using meaning values of terms |
چکیده
مقدمه
کارهای مربوطه
ماشین های پشتیبانی بردار برای مسئله دسته بندی
تابع معنایی برای دسته بندی متون
روش وزن و ارزیابی عبارات
اصل Helmholtz،برگرفته شده از نظریه Gestalt، بر مبنای داده کاوی می باشد
کرنل معنایی کلاس ها، طبقات (CMK)
تنظیمات آزمایشی
نتایج و کارهای آینده
کلمات کلیدی :
String Processing and Information Retrieval: 18th International ...https://books.google.com/books?isbn=3642245838Roberto Grossi, Fabrizio Silvestri, Fabrizio Sebastiani - 2011 - ComputersA Knowledge-Based Semantic Kernel for Text Classification Jamal Abdul Nasir1, ... representation and classifier training using a corpus of labeled documents.[PDF]A Semantic Kernel to Classify Texts with Very Few Training Examples ...disi.unitn.it/moschitti/Journals/JOFI2006.pdfby R Basili - 2006 - Cited by 49 - Related articlester are built based on corpus term distributions, e.g. [4], or prior knowledge external to the target corpus (e.g. provided by WordNet [9]). The main problem of term ...Computing Semantic Similarity of Documents Based on Semantic ...www.jist.ir/WebUsers/jist/UploadFiles/OK/139309191-F.pdfby N Bahrami - Related articlesstructure, a novel corpus-based approach for computing semantic similarity of texts is proposed. For this .... creating matrix explicitly (Wikipedia Semantic Kernel.[PDF]A HowNet-based Semantic Relatedness Kernel for Text ... - IAES Coreiaescore.com/journals/index.php/IJEECS/article/viewFile/2171/2654by PY Zhang - 2013 - Cited by 12 - Related articlesJan 13, 2013 - Keywords: semantic relatedness kernel, text classification, semantic similarity ... In the absence of external semantic knowledge, corpus-based ...Web-Age Information Management: WAIM 2016 International Workshops, ...https://books.google.com/books?isbn=331947121XShaoxu Song, Yongxin Tong - 2016 - ComputersAltınel, B., Ganiz, M.C., Diri, B.: A corpus-based semantic kernel for text classification by using meaning values of terms. Eng. Appl. Artif. Intell. 43, 54–66 (2015) 2 ...Corpus-based Research Into Language: In Honour of Jan Aartshttps://books.google.com/books?isbn=9051835884Nelleke Oostdijk, Pieter de Haan - 1994 - ComputersAs a result of the analysis it became possible, for every definition, to establish whether the syntactic and the semantic kernel coincide, or whether we are dealing ...[PDF]Semantic Kernels for Semantic Parsing - Association for ...www.aclweb.org/anthology/D14-1050by I Saleh - Cited by 1 - Related articlesOct 25, 2014 - structure. The results on a corpus from the ... ing, i.e., rerankers based on semantic structural kernels ... We further apply a semantic kernel (SK),.