{"title":"Would you Turn-On GPS for LBA? Fuzzy AHP Approach","authors":"Hengdong Yang, Shiang-Lin Lin, Jui-Yen Chang","doi":"10.1109/ICMLC48188.2019.8949270","DOIUrl":null,"url":null,"abstract":"Location-based advertising (LBA) is a mobile phone service to apply customers' geographic location to provide suitable advertisement. It was proved in literature to be effective to motivate purchasing intention. However, perceived benefits would be accompanied by perceived risks of privacy concerns to users. The precondition of receiving the LBA is to turn on the location functions in the mobile device. This study applies the Fuzzy Analytic Hierarchy Process (FAHP) method to analyze the factors evaluated by consumers while considering to turn on the GPS functions for receiving LBA. The analytic results reported that “functional value”, “privacy considerations” and “inertia and usage of other 3C habits” are the top three important decision dimensions. In terms of decision factors, the most top three important evaluation factors are “habit of using 3C device”, “getting money-saving opportunities” and “whereabouts”. The findings are useful not only for LBA providers to design and manage their advertising practices but also for consumers to understand the critical factors while considering to turn on the GPS functions for receiving LBA.","PeriodicalId":221349,"journal":{"name":"2019 International Conference on Machine Learning and Cybernetics (ICMLC)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 International Conference on Machine Learning and Cybernetics (ICMLC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMLC48188.2019.8949270","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
Location-based advertising (LBA) is a mobile phone service to apply customers' geographic location to provide suitable advertisement. It was proved in literature to be effective to motivate purchasing intention. However, perceived benefits would be accompanied by perceived risks of privacy concerns to users. The precondition of receiving the LBA is to turn on the location functions in the mobile device. This study applies the Fuzzy Analytic Hierarchy Process (FAHP) method to analyze the factors evaluated by consumers while considering to turn on the GPS functions for receiving LBA. The analytic results reported that “functional value”, “privacy considerations” and “inertia and usage of other 3C habits” are the top three important decision dimensions. In terms of decision factors, the most top three important evaluation factors are “habit of using 3C device”, “getting money-saving opportunities” and “whereabouts”. The findings are useful not only for LBA providers to design and manage their advertising practices but also for consumers to understand the critical factors while considering to turn on the GPS functions for receiving LBA.
基于位置的广告(location based advertising, LBA)是一种利用手机用户的地理位置提供合适广告的服务。文献证明,这对激发购买意愿是有效的。然而,感知到的好处将伴随着用户隐私担忧的感知风险。接收LBA的前提是打开移动设备的定位功能。本研究采用模糊层次分析法(FAHP)对消费者在考虑开启GPS接收LBA功能时所评价的因素进行分析。分析结果显示,“功能价值”、“隐私考虑”和“惯性和其他3C习惯的使用”是最重要的三个决策维度。在决策因素方面,排名前三位的重要评价因素分别是“使用3C设备的习惯”、“获得省钱机会”和“去向”。研究结果不仅有助于LBA提供商设计和管理他们的广告实践,也有助于消费者在考虑打开GPS功能以接收LBA时了解关键因素。