Sachi Nandan Mohanty
Recommender System with Machine Learning and Artificial Intelligence
Practical Tools and Applications in Medical, Agricultural and Other Industries
Buch
This_book_comprehensively_covers_all_the_topics_of_cutting-edge_and_emerging_recommender_systems_that_provide_personalized_recommendations_of_items_or_services_based_on_past_behaviorThis_book_synthesizes_both_fundamental_and_advanced_topics_of_a_research_area_that_has_now_reached_maturity_Recommender_system_methods_have_been_adapted_to_diverse_applications_including_social_networking,_movie_recommendation,_query_log_mining,_news_recommendations,_and_computational_advertisingThe_21_chapters_are_placed_in_5_broad_sections_looking_at_Introduction_to_Recommender_Systems;_Machine_Learning-Based_Recommender_Systems;_Content-Based_Recommender_System…
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Beschreibung
This_book_comprehensively_covers_all_the_topics_of_cutting-edge_and_emerging_recommender_systems_that_provide_personalized_recommendations_of_items_or_services_based_on_past_behaviorThis_book_synthesizes_both_fundamental_and_advanced_topics_of_a_research_area_that_has_now_reached_maturity_Recommender_system_methods_have_been_adapted_to_diverse_applications_including_social_networking,_movie_recommendation,_query_log_mining,_news_recommendations,_and_computational_advertisingThe_21_chapters_are_placed_in_5_broad_sections_looking_at_Introduction_to_Recommender_Systems;_Machine_Learning-Based_Recommender_Systems;_Content-Based_Recommender_Systems;_Blockchain_&_IoT-Based_Recommender_Systems;_and_Healthcare_Recommender_Systems_Recommendations_in_specific_domains_and_contexts,_the_context_of_a_recommendation_can_be_viewed_as_important_side_information_that_affects_the_recommendation_goals_Different_types_of_context_such_as_temporal_data,_spatial_data,_social_data,_tagging_data,_and_trustworthiness_are_explored_Various_robustness_aspects_of_recommender_systems,_such_as_trust-based_recommendation_system,_recommendation_system_on_tourist,_medical_sciences,_and_the_agricultural_field_are_discussed_In_addition,_current_topics,_such_as_learning_to_rank,_multi-armed_bandits,_group_systems,_multi-criteria_decision_support_systems,_and_active_learning_systems,_are_introduced_together_with_applicationsAudienceThe_book_will_be_used_by_engineers_in_information_technology,_artificial_intelligence,_human-computer_interaction,_machine_learning_and_analytics_specialists,_as_well_as_marketeers_and_web_managers_in_industry
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Produktdetails
Weitere Autoren: Chatterjee, Jyotir Moy / Jain, Sarika / Elngar, Ahmed A. / Gupta, Priya
- ISBN: 978-1-119-71157-5
- EAN: 9781119711575
- Produktnummer: 33563796
- Verlag: Wiley
- Sprache: Englisch
- Erscheinungsjahr: 2020
- Seitenangabe: 448 S.
- Masse: H23.7 cm x B16.6 cm x D2.8 cm 736 g
- Gewicht: 736
Über den Autor
Sachi_Nandan_Mohanty_received_his_PhD_from_IIT_Kharagpur,_India_in_2015_and_is_now_at_ICFAI_Foundation_for_Higher_Education,_Hyderabad,_IndiaJyotir_Moy_Chatterjee_is_working_as_an_Assistant_Professor_IT_at_Lord_Buddha_Education_Foundation,_Kathmandu,_Nepal_He_has_completed_MTech_in_Computer_Science_&_Engineering_from_Kalinga_Institute_of_Industrial_Technology,_Bhubaneswar,_IndiaSarika_Jain_obtained_her_PhD_in_the_field_of_Knowledge_Representation_in_Artificial_Intelligence_in_2011_She_has_served_in_the_field_of_education_for_over_18_years_and_is_currently_in_service_at_the_National_Institute_of_Technology,_KurukshetraAhmed_A_Elngar_is_the_Founder_and_Head_of_Scientific_Innovation_Research_Group_SIRG_and_Assistant_Professor_of_Computer_Science_at_the_Faculty_of_Computers_and_Information,_Beni-Suef_University,_EgyptPriya_Gupta_is_working_as_an_Assistant_Professor_in_the_Department_of_Computer_Science_at_Maharaja_Agrasen_College,_University_of_Delhi_Her_Doctoral_Degree_is_from_BIT_Mesra,_Ranchi
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