{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,30]],"date-time":"2025-08-30T16:38:27Z","timestamp":1756571907160,"version":"3.28.0"},"reference-count":33,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,5]]},"DOI":"10.1109\/icis.2017.7960021","type":"proceedings-article","created":{"date-parts":[[2017,6,29]],"date-time":"2017-06-29T17:18:28Z","timestamp":1498756708000},"page":"373-378","source":"Crossref","is-referenced-by-count":15,"title":["A novel approach for ontology-based dimensionality reduction for web text document classification"],"prefix":"10.1109","author":[{"given":"Mohamed K.","family":"Elhadad","sequence":"first","affiliation":[]},{"given":"KhaledM.","family":"Badran","sequence":"additional","affiliation":[]},{"given":"Gouda I.","family":"Salama","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref33","article-title":"A tutorial on Principal Components Analysis","author":"smith","year":"2002","journal-title":"International Institute of Information Technology India"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2009.03.002"},{"journal-title":"The Reuters dataset is available to be downloaded in sgml format from","year":"0","key":"ref31"},{"journal-title":"Introduction to Information Retrieval","year":"2008","key":"ref30"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.5815\/ijieeb.2015.02.08"},{"key":"ref11","first-page":"4076","article-title":"Handling Various Issues In Text Classification: A Review","volume":"3","author":"sayali rasane","year":"2016","journal-title":"International Journal on EmergingTrends in Technology (IJETT)"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.14445\/22315381\/IJETT-V40P237"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.5120\/ijca2016910908"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"217","DOI":"10.15623\/ijret.2016.0502037","article-title":"Comparative Study Of Classification Algorithm For Text Based Categorization","volume":"5","author":"omkar ardhapure","year":"2016","journal-title":"International Journal of Research in Engineering and Technology (IJRET)"},{"key":"ref15","first-page":"16","article-title":"Using WordNet for Text Categorization","volume":"5","author":"zakaria elberrich","year":"2008","journal-title":"The InternationalArab Journal of Information Technology"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3115\/1621445.1621458"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.17706\/jcp.10.4.252-259"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2014.10.023"},{"journal-title":"The Second International Conference on Big Data Small Data Linked Data and Open Data","article-title":"Using Domain Ontologies for Classification and Semantic Interpretation of Documents","year":"2016","key":"ref19"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.2991\/iske.2007.138"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"1267","DOI":"10.21275\/v5i5.NOV163675","article-title":"A Survey on Feature Selection Techniques and Classification Algorithms for Efficient Text Classification","volume":"5","author":"pradnya kumbhar","year":"2016","journal-title":"International Journal of Science and Research (IJSR)"},{"key":"ref27","article-title":"Downloading and installing Weka","author":"group","year":"0","journal-title":"The University of Waikato"},{"key":"ref3","article-title":"A Comprehensive Analysis of using Semantic Information in Text Categorization","author":"keremelik","year":"2013","journal-title":"The IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA 2013)"},{"key":"ref6","article-title":"Big Data Dimension Reduction using PCA","author":"tonglin zhang","year":"2016","journal-title":"IEEE International Conference on Smart Cloud"},{"key":"ref29","first-page":"13","article-title":"Interpreting TF-IDF term weights as making relevance decisions","volume":"26","year":"2008","journal-title":"ACM Transactions on Information Systems (TOIS)"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.7753\/IJCATR0506.1013"},{"key":"ref8","first-page":"65","article-title":"Comparison among dimensionality reduction techniques based on Random Projection for cancer classification","volume":"65","year":"2016","journal-title":"Computational Biology and Chemistry"},{"key":"ref7","first-page":"31","article-title":"A Survey on Dimension Reduction Techniques for Classification of Multidimensional Data","volume":"2","author":"swati kaur","year":"2016","journal-title":"International Journal of Science Technology & Engineering (IJSTE)"},{"key":"ref2","article-title":"An Overview of E-Documents Classification","author":"aurangzeb khan","year":"2011","journal-title":"International Conference on Machine Learning and Computing"},{"journal-title":"Dimensionality Reduction Techniques For Enhancing Automatic Text Categorization","year":"2007","author":"said","key":"ref9"},{"key":"ref1","article-title":"Techniques for text classification: Literature review and current trends","volume":"12","author":"rajni jindal","year":"2015","journal-title":"Webo logy"},{"key":"ref20","article-title":"Representation and Classification of Text Documents: A Brief Review","author":"harish","year":"2010","journal-title":"IJCA Special Issue on &#x201C;Recent Trends in Image Processing and Pattern Recognition"},{"journal-title":"Computer Science Department at New York University","article-title":"Penn Part of Speech Tags","year":"0","key":"ref22"},{"key":"ref21","first-page":"362","article-title":"Document Classifications Based on Word Semantic Hierarchies (IASTED)","volume":"5","year":"2005","journal-title":"International Conference on Artificial Intelligence and Applications"},{"key":"ref24","first-page":"1","article-title":"A Review of Semantic Similarity Measures in WordNet","volume":"6","author":"lingling meng","year":"2013","journal-title":"International Journal of Hybrid Information Technology"},{"journal-title":"Lextek International","article-title":"Onix Text Retrieval Toolkit","year":"0","key":"ref23"},{"key":"ref26","article-title":"Verb semantics and lexical selection","author":"palmer","year":"1994","journal-title":"Proceedings of the 32nd Annual Meeting of the Associations for Computational Linguistics"},{"key":"ref25","first-page":"389","article-title":"A Survey on Semantic Similarity Measure","volume":"2","author":"anitha elavarasi","year":"2014","journal-title":"International Journal of Research in Advent Technology"}],"event":{"name":"2017 IEEE\/ACIS 16th International Conference on Computer and Information Science (ICIS)","start":{"date-parts":[[2017,5,24]]},"location":"Wuhan, China","end":{"date-parts":[[2017,5,26]]}},"container-title":["2017 IEEE\/ACIS 16th International Conference on Computer and Information Science (ICIS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7951674\/7959951\/07960021.pdf?arnumber=7960021","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,27]],"date-time":"2019-09-27T14:16:08Z","timestamp":1569593768000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7960021\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5]]},"references-count":33,"URL":"https:\/\/doi.org\/10.1109\/icis.2017.7960021","relation":{},"subject":[],"published":{"date-parts":[[2017,5]]}}}