Show Me Your Friends, I’ll Tell You Who You Are: Recommending Products Based on Hidden Evidence

Autor:	Anbarasu Sekar, Sutanu Chakraborti
Rok vydání:	2019
Předmět:	World Wide Web Relation (database) Computer science Trade offs Product (category theory) Recommender system Cognitive load Domain (software engineering)
Zdroj:	Case-Based Reasoning Research and Development ISBN: 9783030292485 ICCBR
DOI:	10.1007/978-3-030-29249-2_22
Popis:	One of the goals of a recommender system is to minimize the cognitive load on the user and hence we cannot expect the users to give extensive feedback. The lesser the feedback, the lesser we know about the preferences of the user to make useful recommendations. This work aims to make the most use of user-provided feedback with the help of the hidden evidence in the casebase. The evidence for each product is acquired based on the relation among the products in the domain. The effectiveness of our approach is demonstrated through evaluation on three product domains.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::1f803069f53366dc37f4ff9e3ab741f6 https://doi.org/10.1007/978-3-030-29249-2_22 Zobrazit plný text záznamu