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題名 Skyline query processing for rating data
作者 徐國偉
Chiu, Shu I
Hsu, Kuowei
貢獻者 資科系
關鍵詞 Electronic commerce; Product search; Rating; Skyline query processing
日期 2016
上傳時間 23-八月-2017 16:43:28 (UTC+8)
摘要 Although electronic commerce has been developed and deployed for more than two decades, an essential problem remains: How to help customers efficiently find the products that they want? Skyline queries were proposed to address the problem, and we study the skyline queries defined on rating data. A product is represented by attributes each of which is an aspect that customers perceive it and can be individually rated, and ratings given by some consumers to it can be aggregated to assist in processing queries for product search. Therefore, our approach uses the rating data to get more suitable search results for customers. We first define the skyline query upon ratings and then propose an algorithm for its processing. We further propose a presorting method to speed up the whole computation. Results from experiments indicate that by using the proposed method the execution time can be notably shortened.
關聯 Pacific Asia Conference on Information Systems, PACIS 2016 - Proceedings
20th Pacific Asia Conference on Information Systems, PACIS 2016; Chiayi; Taiwan; 27 June 2016 到 1 July 2016; 代碼 125137
資料類型 conference
dc.contributor 資科系zh_TW
dc.creator (作者) 徐國偉zh-TW
dc.creator (作者) Chiu, Shu Ien-US
dc.creator (作者) Hsu, Kuoweien-US
dc.date (日期) 2016
dc.date.accessioned 23-八月-2017 16:43:28 (UTC+8)-
dc.date.available 23-八月-2017 16:43:28 (UTC+8)-
dc.date.issued (上傳時間) 23-八月-2017 16:43:28 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/112133-
dc.description.abstract (摘要) Although electronic commerce has been developed and deployed for more than two decades, an essential problem remains: How to help customers efficiently find the products that they want? Skyline queries were proposed to address the problem, and we study the skyline queries defined on rating data. A product is represented by attributes each of which is an aspect that customers perceive it and can be individually rated, and ratings given by some consumers to it can be aggregated to assist in processing queries for product search. Therefore, our approach uses the rating data to get more suitable search results for customers. We first define the skyline query upon ratings and then propose an algorithm for its processing. We further propose a presorting method to speed up the whole computation. Results from experiments indicate that by using the proposed method the execution time can be notably shortened.en_US
dc.format.extent 604395 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) Pacific Asia Conference on Information Systems, PACIS 2016 - Proceedingsen_US
dc.relation (關聯) 20th Pacific Asia Conference on Information Systems, PACIS 2016; Chiayi; Taiwan; 27 June 2016 到 1 July 2016; 代碼 125137en_US
dc.subject (關鍵詞) Electronic commerce; Product search; Rating; Skyline query processingen_US
dc.title (題名) Skyline query processing for rating dataen_US
dc.type (資料類型) conference