Deep Learning for Matching in Search and Recommendation (Paperback)
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Bester Preis: € 83,51 (vom 06.08.2020)1
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Deep Learning for Matching in Search and Recommendation (Paperback) (2020)
~EN PB NWISBN: 9781680837063 bzw. 1680837060, vermutlich in Englisch, Now Publishers Inc, United States, Taschenbuch, neu.
Lieferung aus: Vereinigtes Königreich Großbritannien und Nordirland, Free shipping.
Von Händler/Antiquariat, Book Depository hard to find [63688905], London, United Kingdom.
Language: English. Brand new Book. Matching, which is to measure the relevance of a document to a query or interest of a user to an item, is a key problem in both search and recommendation. Machine learning has been exploited to address the problem and efforts have been made to develop deep learning techniques for matching tasks in search and recommendation. With the availability of a large amount of data, powerful computational resources, and advanced deep learning techniques, deep learning for matching now becomes the state-of-the-art technology for search and recommendation.The key to the success of the deep learning approach is its strong ability in learning of representations and generalization of matching patterns from data. This survey gives a systematic and comprehensive introduction to the deep matching models for search and recommendation. First, it gives a unified view of matching in search and recommendation and the solutions from the two fields can be compared in one framework. Then, the survey categorizes the current deep learning solutions into two types: methods of representation learning and methods of matching function learning. The fundamental problems as well as the state-of-the-art solutions of query-document matching in search and user-item matching in recommendation are ep Learning for Matching in Search and Recommendation aims to help researchers from both search and recommendation communities to get an in-depth understanding and insight into the spaces, stimulate more ideas and discussions, and promote developments of new technologies. As matching is not limited to search and recommendation, the technologies introduced here can be generalized into a more general task of matching between objects from two spaces.
Von Händler/Antiquariat, Book Depository hard to find [63688905], London, United Kingdom.
Language: English. Brand new Book. Matching, which is to measure the relevance of a document to a query or interest of a user to an item, is a key problem in both search and recommendation. Machine learning has been exploited to address the problem and efforts have been made to develop deep learning techniques for matching tasks in search and recommendation. With the availability of a large amount of data, powerful computational resources, and advanced deep learning techniques, deep learning for matching now becomes the state-of-the-art technology for search and recommendation.The key to the success of the deep learning approach is its strong ability in learning of representations and generalization of matching patterns from data. This survey gives a systematic and comprehensive introduction to the deep matching models for search and recommendation. First, it gives a unified view of matching in search and recommendation and the solutions from the two fields can be compared in one framework. Then, the survey categorizes the current deep learning solutions into two types: methods of representation learning and methods of matching function learning. The fundamental problems as well as the state-of-the-art solutions of query-document matching in search and user-item matching in recommendation are ep Learning for Matching in Search and Recommendation aims to help researchers from both search and recommendation communities to get an in-depth understanding and insight into the spaces, stimulate more ideas and discussions, and promote developments of new technologies. As matching is not limited to search and recommendation, the technologies introduced here can be generalized into a more general task of matching between objects from two spaces.
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Deep Learning for Matching in Search and Recommendation Jun Xu Author
~EN PB NWISBN: 9781680837063 bzw. 1680837060, vermutlich in Englisch, Now Publishers, Taschenbuch, neu.
Lieferung aus: Vereinigte Staaten von Amerika, In Stock, plus shipping.
Deep Learning for Matching in Search and Recommendation,Jun Xu.
Deep Learning for Matching in Search and Recommendation,Jun Xu.
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Deep Learning for Matching in Search Recommendation (2020)
~EN PB USISBN: 9781680837063 bzw. 1680837060, vermutlich in Englisch, Now Publishers, Norwell, MA, Taschenbuch, gebraucht.
Lieferung aus: Vereinigte Staaten von Amerika, plus shipping, Shipping area: DOM.
Von Händler/Antiquariat, GreatBookPricesLB2, MD, Columbia, [RE:5].
Trade paperback.
Von Händler/Antiquariat, GreatBookPricesLB2, MD, Columbia, [RE:5].
Trade paperback.
5
Symbolbild
Deep Learning for Matching in Search Recommendation (2020)
~EN PB USISBN: 9781680837063 bzw. 1680837060, vermutlich in Englisch, Now Publishers, Norwell, MA, Taschenbuch, gebraucht.
Lieferung aus: Vereinigte Staaten von Amerika, plus shipping, Shipping area: DOM.
Von Händler/Antiquariat, GreatBookPrices, MD, Columbia, [RE:4].
Trade paperback.
Von Händler/Antiquariat, GreatBookPrices, MD, Columbia, [RE:4].
Trade paperback.
6
Symbolbild
Deep Learning for Matching in Search Recommendation (2020)
~EN PB NWISBN: 9781680837063 bzw. 1680837060, vermutlich in Englisch, Now Publishers, Norwell, MA, Taschenbuch, neu.
Lieferung aus: Vereinigte Staaten von Amerika, plus shipping, Shipping area: DOM.
Von Händler/Antiquariat, GreatBookPrices, MD, Columbia, [RE:4].
Trade paperback.
Von Händler/Antiquariat, GreatBookPrices, MD, Columbia, [RE:4].
Trade paperback.
7
Symbolbild
Deep Learning for Matching in Search Recommendation (2020)
~EN PB NWISBN: 9781680837063 bzw. 1680837060, vermutlich in Englisch, Now Publishers, Norwell, MA, Taschenbuch, neu.
Lieferung aus: Vereinigte Staaten von Amerika, plus shipping, Shipping area: STOCKNEW.
Von Händler/Antiquariat, Alibris, NV, Sparks, [RE:5].
Trade paperback.
Von Händler/Antiquariat, Alibris, NV, Sparks, [RE:5].
Trade paperback.
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