2018
DOI: 10.14254/2071-8330.2018/11-4/17
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A new model for customer purchase intention in e-commerce recommendation agents

Abstract: Recommender systems were introduced to improve the online shopping experience by recommending appropriate products and services to customers according to their preferences. This research develops a new model by identifying the factors that influence customers' purchase intention in recommender systems. The research model of this study was developed by reviewing the previous studies on web-based information systems, e-commerce and recommender systems. Quantitative data was collected from questionnaires

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Cited by 46 publications
(36 citation statements)
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References 27 publications
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“…Also, H2 was found supported. The finding was in accord with previous studies (Roudposhti et al, 2018;Sweeney & Soutar, 2001). H4 is supported, perceived trust has a significant positive relationship on purchase intention at a 5% level and in line with previous studies (Thom, Hall & Pawlson, 2004;Brady et al, 2005;Chang, Chen & Lan, 2013).…”
Section: Resultssupporting
confidence: 94%
See 1 more Smart Citation
“…Also, H2 was found supported. The finding was in accord with previous studies (Roudposhti et al, 2018;Sweeney & Soutar, 2001). H4 is supported, perceived trust has a significant positive relationship on purchase intention at a 5% level and in line with previous studies (Thom, Hall & Pawlson, 2004;Brady et al, 2005;Chang, Chen & Lan, 2013).…”
Section: Resultssupporting
confidence: 94%
“…The need for getting feet healed is linked with customer purchase value. Consumer purchase value is an important element for consumer purchase intention in the health-related product (Roudposhti et al, 2018;Yu & Lee, 2019;Sweeney & Soutar, 2001). Thus, the following hypothesis between consumer purchase intention and consumer purchase intention is developed.…”
Section: Hypothesis Developmentmentioning
confidence: 99%
“…Notably, purchase intention has been widely investigated in the marketing literature, for example, in the studies of Darsono and Huarng (2015), Harshini (2015), Kosarizadeh and Hamdi (2015), Sharifi fard et al 2016, Hajli et al (2017), Sabri (2019), andTeo, Leng, andPhua (2019). In addition, there are also numerous studies that investigated consumer online purchasing intention, such as those conducted by Bilgihan (2016), Lim, Heng, Ng, and Cheah (2016), Muda et al (2016), Nadeem, Andreini, Salo, and Laukkanen (2015), Krbová and Pavelek (2015), San, Omar, and Thurasamy (2015), Trisna and Sefnedi (2018), and Roudposhti et al (2018).…”
Section: Introductionmentioning
confidence: 99%
“…Recommendation quality has a significant positive impact on customer satisfaction (Roudposhti et al, 2018). Because cognitive trust comes from accumulated knowledge and is based on performance-related attributes, an official account that consistently promotes high-quality articles can build strong cognitive trust among its readers (Y.…”
Section: International Journal Of Human Resource Studiesmentioning
confidence: 99%