PERFORMANCE IMPROVEMENT OF STREAM-CENTERED PROBABILISTIC MATRIX FACTORIZATION METHOD USING WEIGHTED RESERVOIR SAMPLING AND PARALLEL COMPUTING

Application of the recommender system on the online platform turns out to produce a large volume of data and at an unexpected rate, making it more realistic to study the recommender system under streaming settings. Many studies have tried to develop a streaming recommendation system, one of which...

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Bibliographic Details
Main Author: Danyel Sinaga, Berman
Format: Theses
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/50585
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Institution: Institut Teknologi Bandung
Language: Indonesia