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A NOVEL TERM WEIGHTING SCHEME MIDF FOR TEXT CATEGORIZATION [PDF]
Journal of Engineering Science and Technology, 2010 Text categorization is a task of automatically assigning documents to a set of predefined categories. Usually it involves a document representation method and term weighting scheme.
C. DEISY +4 more
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Extending Weighting Models with a Term Quality Measure [PDF]
, 2007 Weighting models use lexical statistics, such as term frequencies, to derive term weights, which are used to estimate the relevance of a document to a query. Apart from the removal of stopwords, there is no other consideration of the quality of words that are being ‘weighted’.
Lioma, C., Ounis, I.
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Term weighting based on document revision history [PDF]
Journal of the American Society for Information Science and Technology, 2011 In real-world information retrieval systems, the underlying document collection is rarely stable or definitive. This work is focused on the study of signals extracted from the content of documents at different points in time for the purpose of weighting individual terms in a document.
Sérgio Nunes 0001 +2 more
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PREFERENCE BASED TERM WEIGHTING FOR ARABIC FIQH DOCUMENT RANKING
Jurnal Ilmu Komputer dan Informasi, 2015 In document retrieval, besides the suitability of query with search results, there is also a subjective user assessment that is expected to be a deciding factor in document ranking.
Khadijah Fahmi Hayati Holle +2 more
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Komparasi Term Weighting dan Word Embedding pada Klasifikasi Tweet Pemerintah Daerah
Jurnal Nasional Teknik Elektro dan Teknologi Informasi, 2020 Munculnya media sosial mendorong pemerintah untuk memanfaatkan media sosial sebagai sarana penyebaran informasi. Informasi yang diberikan haruslah bermanfaat bagi masyarakat dalam rangka meningkatkan hubungan government to citizen.
Pande Made Risky Cahya Dinatha +1 more
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Keypoints class distribution based entropy for weighting scheme on image classification
Journal of King Saud University: Computer and Information Sciences, 2022 In bag-of-visual words (BoVW), a weighting scheme is applied to improve the discriminative power of visual words, which affect the performance of image classification. However, the weighting schemes in the BoVW model did not utilize the information class
Pulung Nurtantio Andono +1 more
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Predictors of Long‐term Weight Maintenance [PDF]
Obesity Research, 2005 AbstractObjective: The purpose of this study was to evaluate available variables of a long‐term weight maintenance study to investigate possible factors predisposing to weight regain after a period of weight loss.Research Methods and Procedures: The Maastricht Weight Maintenance Study is an ongoing longitudinal study of healthy men and women (29 men ...
Vogels, N. +2 more
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On the terms mass and weight [PDF]
Journal of Thermal Analysis and Calorimetry, 2008 A short survey is given on mass units and recommendations on the proper use of the notations mass and weight.Whereas mass is an inertial physical quantity in classical mechanics, weight is a force due to the gravitational field and depending on the geographic situation.
Robens, E. +4 more
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Improving Term Weighting Schemes for Short Text Classification in Vector Space Model
IEEE Access, 2019 Short text is one of the predominant forms of communication with unique characteristics such as short length, high sparsity, and lack of shared context and word co-occurrence.
Surender Singh Samant +2 more
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Probabilistic models of information retrieval based on measuring the divergence from randomness [PDF]
, 2002 We introduce and create a framework for deriving probabilistic models of Information Retrieval. The models are nonparametric models of IR obtained in the language model approach.
Van Rijsbergen, C.J., Amati, G.
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