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Gayathri et al., 2023 - Google Patents

Personalized Recommender System Using Topic Modelling Approach

Gayathri et al., 2023

Document ID
12623628718198820036
Author
Gayathri K
Mohana R
Sagana M
Publication year
Publication venue
International Conference on Intelligent Computing Systems and Applications

External Links

Snippet

A personalized recommender system provides recommendations to users based on their preferences, behaviors, and past interactions with a platform. Data sparsity, cold start, bias, privacy concerns, lack of transparency and overfitting are the challenges in this system …
Continue reading at link.springer.com (other versions)

Classifications

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    • G06F17/30—Information retrieval; Database structures therefor; File system structures therefor
    • G06F17/30861—Retrieval from the Internet, e.g. browsers
    • G06F17/30864—Retrieval from the Internet, e.g. browsers by querying, e.g. search engines or meta-search engines, crawling techniques, push systems
    • G06F17/30867—Retrieval from the Internet, e.g. browsers by querying, e.g. search engines or meta-search engines, crawling techniques, push systems with filtering and personalisation
    • G—PHYSICS
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    • G06F17/30029—Querying by filtering; by personalisation, e.g. querying making use of user profiles
    • G06F17/30035—Administration of user profiles, e.g. generation, initialisation, adaptation, distribution
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    • G06Q—DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce, e.g. shopping or e-commerce
    • G06Q30/02—Marketing, e.g. market research and analysis, surveying, promotions, advertising, buyer profiling, customer management or rewards; Price estimation or determination
    • G06Q30/0241—Advertisement
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    • G06Q30/00—Commerce, e.g. shopping or e-commerce
    • G06Q30/02—Marketing, e.g. market research and analysis, surveying, promotions, advertising, buyer profiling, customer management or rewards; Price estimation or determination
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    • G06Q10/00—Administration; Management

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