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Common TF–IDF variants arise as key components in the test statistic of a penalized likelihood-ratio test for word burstiness [PDF]
Discover ComputingTF–IDF is a classical formula that is widely used for identifying important terms within documents. We show that TF–IDF-like scores arise naturally from the test statistic of a penalized likelihood-ratio test setup capturing word burstiness (also known ...
Zeyad Ahmed +3 more
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Recipe Recommendation System Using TF-IDF [PDF]
ITM Web of Conferences, 2022 A Recipe Recommendation System is being proposed in this following paper. Food recommendation is a new area, with few systems that are focus on analysing and user preferences and constraints such as ingredients available at their side being deployed in ...
Chhipa Shubham +3 more
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JITeCS (Journal of Information Technology and Computer Science), 2021 The Al-Quran translation index issued by the Ministry of Religion can be used in text mining to search for similar patterns of Al-Quran translation. This study performs sentence grouping using the K-Means Clustering algorithm and three weighting scheme ...
M Didik R Wahyudi
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Jurnal Teknologi Informasi dan Ilmu Komputer, 2022 Unit Pusat Terpadu Perpustakaan merupakan perpustakaan pusat yang ada di Universitas Lambung Mangkurat. Perpustakaan ini mempunyai sistem pencarian buku namun sistem tersebut belum adanya fitur rekomendasi buku sehingga anggota menjadi kesulitan dalam ...
Yuslena Sari +3 more
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Frontiers in Psychology, 2022 Analysis of network public opinion can help to effectively predict the public emotion and the multi-level government behaviors. Due to the massive and multidimensional characteristics of network public opinion data, the in-depth value mining of public ...
Hangfeng Lin, Naiqing Bu
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Современная наука и инновации, 2022 The problem of classification of scientific articles is considered.
N. O. Ukhanov +3 more
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Rekayasa, 2020 Hadis adalah sumber rujukan agama Islam kedua setelah Al-Qur’an. Teks Hadis saat ini diteliti dalam bidang teknologi untuk dapat ditangkap nilai-nilai yang terkandung di dalamnya secara pegetahuan teknologi. Dengan adanya penelitian terhadap Kitab Hadis,
Ana Tsalitsatun Ni'mah +1 more
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Analyse de documents avec TF-IDF
The Programming Historian en Français, 2022 Cette leçon présente une méthode de traitement automatique des langues et de recherche d’informations nommée Term Frequency - Inverse Document Frequency (tf-idf).
Matthew J. Lavin
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IEEE Access, 2021 Sentiment analysis is the extraction and categorization of sentiments that have been expressed in text data using text analysis techniques. Manifested by earlier studies, sentiment analysis of drug reviews has a large potential for providing valuable ...
Eysha Saad +6 more
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USTW Vs. STW: A Comparative Analysis for Exam Question Classification based on Bloom’s Taxonomy
Mendel, 2022 Bloom’s Taxonomy (BT) is widely used in educational institutions to produce high-quality exam papers to evaluate students’ knowledge at different cognitive levels.
Mohammed Osman Gani +3 more
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