國立虎尾科技大學 |

Context-aware collaborative prediction

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Context-aware collaborative prediction/ by Shu Wu ... [et al.].
其他作者:	Wu, Shu.
出版者:	Singapore :Springer Singapore : : 2017.,
面頁冊數:	xi, 69 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
標題:	Context-aware computing. -
電子資源:	http://dx.doi.org/10.1007/978-981-10-5373-3
ISBN:	9789811053733

Context-aware collaborative prediction
Context-aware collaborative prediction[electronic resource] /by Shu Wu ... [et al.]. - Singapore :Springer Singapore :2017. - xi, 69 p. :ill., digital ;24 cm. - SpringerBriefs in computer science,2191-5768. - SpringerBriefs in computer science..

1. Introduction -- 2. Context-Aware Collaborative Prediction -- 3. Context Operation -- 4. Hierarchical Representation -- 5. Context-Aware Recurrent Structure -- 6. Performance of Different Collaborative Prediction Tasks.

This book presents two collaborative prediction approaches based on contextual representation and hierarchical representation, and their applications including context-aware recommendation, latent collaborative retrieval and click-through rate prediction. The proposed techniques offer significant improvements over current methods, the key determinants being the incorporated contextual representation and hierarchical representation. To provide a background to the core ideas presented, it offers an overview of contextual modeling and the theory of contextual representation and hierarchical representation, which are constructed for the joint interaction of entities and contextual information. The book offers a rich blend of theory and practice, making it a valuable resource for students, researchers and practitioners who need to construct systems of information retrieval, data mining and recommendation systems with contextual information.

ISBN: 9789811053733

Standard No.: 10.1007/978-981-10-5373-3doiSubjects--Topical Terms:

805369
Context-aware computing.

LC Class. No.: QA76.5915

Dewey Class. No.: 004

Context-aware collaborative prediction
LDR:02179nam a2200337 a 4500 001 922684
003 DE-He213
005 20180310083941.0
006 m d
007 cr nn 008maaau
008 190624s2017 si s 0 eng d
020 $a 9789811053733 $q (electronic bk.)
020 $a 9789811053726 $q (paper)
024 7 $a 10.1007/978-981-10-5373-3 $2 doi
035 $a 978-981-10-5373-3
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.5915
072 7 $a UNH $2 bicssc
072 7 $a UND $2 bicssc
072 7 $a COM030000 $2 bisacsh
082 0 4 $a 004 $2 23
090 $a QA76.5915 $b .C761 2017
245 0 0 $a Context-aware collaborative prediction $h [electronic resource] / $c by Shu Wu ... [et al.].
260 $a Singapore : $c 2017. $b Springer Singapore : $b Imprint: Springer,
300 $a xi, 69 p. : $b ill., digital ; $c 24 cm.
490 1 $a SpringerBriefs in computer science, $x 2191-5768
505 0 $a 1. Introduction -- 2. Context-Aware Collaborative Prediction -- 3. Context Operation -- 4. Hierarchical Representation -- 5. Context-Aware Recurrent Structure -- 6. Performance of Different Collaborative Prediction Tasks.
520 $a This book presents two collaborative prediction approaches based on contextual representation and hierarchical representation, and their applications including context-aware recommendation, latent collaborative retrieval and click-through rate prediction. The proposed techniques offer significant improvements over current methods, the key determinants being the incorporated contextual representation and hierarchical representation. To provide a background to the core ideas presented, it offers an overview of contextual modeling and the theory of contextual representation and hierarchical representation, which are constructed for the joint interaction of entities and contextual information. The book offers a rich blend of theory and practice, making it a valuable resource for students, researchers and practitioners who need to construct systems of information retrieval, data mining and recommendation systems with contextual information.
650 0 $a Context-aware computing. $3 805369
650 1 4 $a Computer Science. $3 593922
650 2 4 $a Information Storage and Retrieval. $3 593926
650 2 4 $a Information Systems Applications (incl. Internet) $3 815116
650 2 4 $a Data Mining and Knowledge Discovery. $3 677765
650 2 4 $a Artificial Intelligence (incl. Robotics) $3 593924
700 1 $a Wu, Shu. $3 1078204
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer eBooks
830 0 $a SpringerBriefs in computer science. $3 883114
856 4 0 $u http://dx.doi.org/10.1007/978-981-10-5373-3
950 $a Computer Science (Springer-11645)