{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T19:10:38Z","timestamp":1773774638752,"version":"3.50.1"},"reference-count":74,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2015,10,7]],"date-time":"2015-10-07T00:00:00Z","timestamp":1444176000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Inf Syst Front"],"published-print":{"date-parts":[[2018,8]]},"DOI":"10.1007\/s10796-015-9601-2","type":"journal-article","created":{"date-parts":[[2015,10,7]],"date-time":"2015-10-07T06:20:57Z","timestamp":1444198857000},"page":"803-824","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["MobileCDP: A mobile framework for the consumer decision process"],"prefix":"10.1007","volume":"20","author":[{"given":"Suleyman","family":"Ozarslan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"P. Erhan","family":"Eren","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,10,7]]},"reference":[{"key":"9601_CR1","doi-asserted-by":"crossref","unstructured":"Adomavicius, G., Manouselis, N., & Kwon, Y. (2011). Multi-criteria recommender systems. In Recommender systems handbook (pp. 769\u2013803): Springer.","DOI":"10.1007\/978-0-387-85820-3_24"},{"key":"9601_CR2","unstructured":"Alba, J. W., & Hutchinson, J. W. (1991). Memory and decision making. Handbook of consumer behavior, 1\u201349."},{"issue":"2","key":"9601_CR3","doi-asserted-by":"publisher","first-page":"41","DOI":"10.2753\/JEC1086-4415170202","volume":"17","author":"M Aljukhadar","year":"2012","unstructured":"Aljukhadar, M., Senecal, S., & Daoust, C.-E. (2012). Using recommendation agents to cope with information overload. International Journal of Electronic Commerce, 17(2), 41\u201370. doi: 10.2753\/JEC1086-4415170202 .","journal-title":"International Journal of Electronic Commerce"},{"key":"9601_CR4","volume-title":"Consumer behavior and marketing action","author":"H Assael","year":"1992","unstructured":"Assael, H. (1992). Consumer behavior and marketing action. Boston: PWS-KENT."},{"issue":"6","key":"9601_CR5","doi-asserted-by":"publisher","first-page":"574","DOI":"10.1080\/10447310802205776","volume":"24","author":"A Bangor","year":"2008","unstructured":"Bangor, A., Kortum, P. T., & Miller, J. T. (2008). An empirical evaluation of the system usability scale. International Journal of Human\u2013Computer Interaction, 24(6), 574\u2013594. doi: 10.1080\/10447310802205776 .","journal-title":"International Journal of Human\u2013Computer Interaction"},{"issue":"3","key":"9601_CR6","first-page":"114","volume":"4","author":"A Bangor","year":"2009","unstructured":"Bangor, A., Kortum, P., & Miller, J. (2009). Determining what individual SUS scores mean: adding an adjective rating scale. Journal of Usability Studies, 4(3), 114\u2013123.","journal-title":"Journal of Usability Studies"},{"key":"9601_CR7","first-page":"50","volume-title":"Handbook of consumer behavior","author":"JR Bettman","year":"1991","unstructured":"Bettman, J. R., Johnson, E. J., & Payne, J. W. (1991). Consumer decision making. In T. S. Robertson & H. H. Kassarjian (Eds.), Handbook of consumer behavior (pp. 50\u201384). Englewood Cliffs: Prentice-Hall."},{"issue":"2","key":"9601_CR8","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1007\/BF00402715","volume":"4","author":"N Bevan","year":"1995","unstructured":"Bevan, N. (1995). Measuring usability as quality of use. Software Quality Journal, 4(2), 115\u2013130. doi: 10.1007\/BF00402715 .","journal-title":"Software Quality Journal"},{"key":"9601_CR9","doi-asserted-by":"publisher","unstructured":"Bhattacharya, S., Floreen, P., Forsblom, A., Hemminki, S., Myllymaki, P., Nurmi, P., et al. (2012). Ma$$iv\u20ac - An Intelligent Mobile Grocery Assistant. In Intelligent Environments (IE), 2012 8th International Conference on, 26\u201329 June 2012 (pp. 165\u2013172). doi: 10.1109\/IE.2012.21 .","DOI":"10.1109\/IE.2012.21"},{"issue":"4","key":"9601_CR10","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1207\/s15327663jcp0804_01","volume":"8","author":"LG Block","year":"1999","unstructured":"Block, L. G., & Morwitz, V. G. (1999). Shopping lists as an external memory aid for grocery shopping: influences on list writing and list fulfillment. Journal of Consumer Psychology, 8(4), 343\u2013375. doi: 10.1207\/s15327663jcp0804_01 .","journal-title":"Journal of Consumer Psychology"},{"key":"9601_CR11","first-page":"189","volume-title":"Usability evaluation in industry","author":"J Brooke","year":"1996","unstructured":"Brooke, J. (1996). SUS-A quick and dirty usability scale. In P. W. Jordan, B. Thomas, B. A. Weerdmeester, & I. L. McClelland (Eds.), Usability evaluation in industry (pp. 189\u2013194). London: Taylor & Francis."},{"issue":"5","key":"9601_CR12","doi-asserted-by":"publisher","first-page":"600","DOI":"10.1016\/S0263-2373(98)00036-X","volume":"16","author":"P Butler","year":"1998","unstructured":"Butler, P., & Peppard, J. (1998). Consumer purchasing on the Internet: processes and prospects. European Management Journal, 16(5), 600\u2013610. doi: 10.1016\/S0263-2373(98)00036-X .","journal-title":"European Management Journal"},{"issue":"4","key":"9601_CR13","doi-asserted-by":"publisher","first-page":"368","DOI":"10.1504\/IJMC.2004.005857","volume":"2","author":"L Chen","year":"2004","unstructured":"Chen, L., & Nath, R. (2004). A framework for mobile business applications. International Journal of Mobile Communications, 2(4), 368\u2013381. doi: 10.1504\/IJMC.2004.005857 .","journal-title":"International Journal of Mobile Communications"},{"issue":"1","key":"9601_CR14","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1016\/j.elerap.2008.09.001","volume":"8","author":"Y-C Chen","year":"2009","unstructured":"Chen, Y.-C., Shang, R.-A., & Kao, C.-Y. (2009). The effects of information overload on consumers\u2019 subjective state towards buying decision in the internet shopping environment. Electronic Commerce Research and Applications, 8(1), 48\u201358. doi: 10.1016\/j.elerap.2008.09.001 .","journal-title":"Electronic Commerce Research and Applications"},{"issue":"3\/4","key":"9601_CR15","doi-asserted-by":"publisher","first-page":"365","DOI":"10.1108\/03090560810852986","volume":"42","author":"J Clarke","year":"2008","unstructured":"Clarke, J. (2008). Experiences as gifts: from process to model. European Journal of Marketing, 42(3\/4), 365\u2013389. doi: 10.1108\/03090560810852986 .","journal-title":"European Journal of Marketing"},{"key":"9601_CR16","doi-asserted-by":"crossref","unstructured":"Deng, L., & Cox, L. (2009). LiveCompare: grocery bargain hunting through participatory sensing. In HotMobile \u203509: Proceedings of the 10th workshop on Mobile Computing Systems and Applications, Santa Cruz, California, (pp. 1\u20136): ACM.","DOI":"10.1145\/1514411.1514415"},{"key":"9601_CR17","doi-asserted-by":"crossref","unstructured":"Dey, A., & Abowd, G. (2000). CybreMinder: A Context-Aware System for Supporting Reminders. In P. Thomas, & H.-W. Gellersen (Eds.), Handheld and Ubiquitous Computing (Vol. 1927, pp. 172\u2013186, Lecture Notes in Computer Science): Springer Berlin Heidelberg.","DOI":"10.1007\/3-540-39959-3_13"},{"key":"9601_CR18","unstructured":"Dibb, S. (2006). Marketing: Concepts and Strategies: Houghton Mifflin College Division."},{"key":"9601_CR19","volume-title":"Marketing: Concepts and Strategies","author":"S Dibb","year":"2005","unstructured":"Dibb, S., Simkin, L., Pride, W. M., & Ferrell, O. C. (2005). Marketing: Concepts and Strategies (5th ed.). Abingdon: Houghton Mifflin.","edition":"5"},{"issue":"2","key":"9601_CR20","doi-asserted-by":"publisher","first-page":"233","DOI":"10.1016\/j.jretai.2008.04.005","volume":"84","author":"W Duan","year":"2008","unstructured":"Duan, W., Gu, B., & Whinston, A. B. (2008). The dynamics of online word-of-mouth and product sales-An empirical investigation of the movie industry. Journal of Retailing, 84(2), 233\u2013242. doi: 10.1016\/j.jretai.2008.04.005 .","journal-title":"Journal of Retailing"},{"key":"9601_CR21","volume-title":"Consumer Behavior","author":"JF Engel","year":"1968","unstructured":"Engel, J. F., Kollat, D. T., & Blackwell, R. D. (1968). Consumer Behavior. New York: Holt, Rinehart & Winston."},{"key":"9601_CR22","volume-title":"Consumer Behavior","author":"JF Engel","year":"1995","unstructured":"Engel, J. F., Blackwell, R. D., & Miniard, P. W. (1995). Consumer Behavior. New York: The Dryden Press."},{"issue":"3","key":"9601_CR23","doi-asserted-by":"publisher","first-page":"379","DOI":"10.3758\/BF03195514","volume":"35","author":"L Faulkner","year":"2003","unstructured":"Faulkner, L. (2003). Beyond the five-user assumption: Benefits of increased sample sizes in usability testing. Behavior Research Methods, Instruments, & Computers, 35(3), 379\u2013383. doi: 10.3758\/BF03195514 .","journal-title":"Behavior Research Methods, Instruments, & Computers"},{"issue":"6","key":"9601_CR24","doi-asserted-by":"publisher","first-page":"529","DOI":"10.1037\/h0024048","volume":"50","author":"MP Friedman","year":"1966","unstructured":"Friedman, M. P. (1966). Consumer confusion in the selection of supermarket products. Journal of Applied Psychology, 50(6), 529. doi: 10.1037\/h0024048 .","journal-title":"Journal of Applied Psychology"},{"issue":"3","key":"9601_CR25","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1080\/10864415.2004.11044304","volume":"8","author":"J Gebauer","year":"2004","unstructured":"Gebauer, J., & Shaw, M. J. (2004). Success factors and impacts of mobile business applications: results from a mobile e-procurement study. International Journal of Electronic Commerce, 8(3), 19\u201341.","journal-title":"International Journal of Electronic Commerce"},{"issue":"1","key":"9601_CR26","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1287\/mksc.19.1.4.15178","volume":"19","author":"G H\u00e4ubl","year":"2000","unstructured":"H\u00e4ubl, G., & Trifts, V. (2000). Consumer decision making in online shopping environments: the effects of interactive decision aids. Marketing Science, 19(1), 4\u201321. doi: 10.1287\/mksc.19.1.4.15178 .","journal-title":"Marketing Science"},{"key":"9601_CR27","doi-asserted-by":"publisher","unstructured":"Hauser, J. R., & Wernerfelt, B. (1990). An evaluation cost model of consideration sets. Journal of consumer Research, 393\u2013408, doi: 10.1086\/209225 .","DOI":"10.1086\/209225"},{"key":"9601_CR28","volume-title":"Consumer behavior: Building marketing strategy","author":"D Hawkins","year":"2012","unstructured":"Hawkins, D., Mothersbaugh, D., & Best, R. (2012). Consumer behavior: Building marketing strategy. Boston: McGraw-Hill\/Irwin."},{"key":"9601_CR29","doi-asserted-by":"crossref","unstructured":"Hepp, M. (2008). GoodRelations: An Ontology for Describing Products and Services Offers on the Web. In A. Gangemi, & J. Euzenat (Eds.), Knowledge Engineering: Practice and Patterns (Vol. 5268, pp. 329\u2013346, Lecture Notes in Computer Science): Springer Berlin Heidelberg.","DOI":"10.1007\/978-3-540-87696-0_29"},{"issue":"1","key":"9601_CR30","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1145\/1039539.1039541","volume":"48","author":"A Holzinger","year":"2005","unstructured":"Holzinger, A. (2005). Usability engineering methods for software developers. Communications of the ACM, 48(1), 71\u201374. doi: 10.1145\/1039539.1039541 .","journal-title":"Communications of the ACM"},{"key":"9601_CR31","volume-title":"The theory of buyer behavior","author":"JA Howard","year":"1969","unstructured":"Howard, J. A., & Sheth, J. N. (1969). The theory of buyer behavior. New York: Wiley."},{"key":"9601_CR32","unstructured":"ISO, W. (1998). Ergonomic requirements for office work with visual display terminals (VDTs). The international organization for standardization, (pp. 9241\u201311)."},{"key":"9601_CR33","doi-asserted-by":"publisher","unstructured":"Jacoby, J., Speller, D. E., & Kohn, C. A. (1974). Brand choice behavior as a function of information load. Journal of Marketing Research, 63\u201369, doi: 10.2307\/3150994 .","DOI":"10.2307\/3150994"},{"key":"9601_CR34","unstructured":"Jarvis, L. P., & Wilcox, J. B. (1973). Evoked set size: some theoretical foundations and empirical evidence. In Combined Proceedings of the Fall Conference of the American Marketing Association (Vol. 35, pp. 236\u2013240): American Marketing Association."},{"issue":"6","key":"9601_CR35","doi-asserted-by":"publisher","first-page":"613","DOI":"10.1007\/s00779-011-0426-9","volume":"16","author":"S Karpischek","year":"2012","unstructured":"Karpischek, S., Michahelles, F., & Fleisch, E. (2012). my2cents: enabling research on consumer-product interaction. Personal and Ubiquitous Computing, 16(6), 613\u2013622. doi: 10.1007\/s00779-011-0426-9 .","journal-title":"Personal and Ubiquitous Computing"},{"key":"9601_CR36","doi-asserted-by":"crossref","unstructured":"Katz, P., Lunze, T., Feldmann, M., R\u00f6hrborn, D., & Schill, A. (2011). System Architecture for Handling the Information Overload in Enterprise Information Aggregation Systems. In W. Abramowicz (Ed.), Business Information Systems (Vol. 87, pp. 148\u2013159, Lecture Notes in Business Information Processing): Springer Berlin Heidelberg.","DOI":"10.1007\/978-3-642-21863-7_13"},{"issue":"3","key":"9601_CR37","doi-asserted-by":"publisher","first-page":"588","DOI":"10.1016\/j.ins.2007.08.027","volume":"178","author":"S Keegan","year":"2008","unstructured":"Keegan, S., O\u2019Hare, G. M., & O\u2019Grady, M. J. (2008). Easishop: ambient intelligence assists everyday shopping. Information Sciences, 178(3), 588\u2013611. doi: 10.1016\/j.ins.2007.08.027 .","journal-title":"Information Sciences"},{"issue":"1","key":"9601_CR38","doi-asserted-by":"publisher","first-page":"402","DOI":"10.1109\/SURV.2012.031412.00077","volume":"15","author":"WZ Khan","year":"2013","unstructured":"Khan, W. Z., Xiang, Y., Aalsalem, M. Y., & Arshad, Q. (2013). Mobile phone sensing systems: a survey. IEEE Communication Surveys and Tutorials, 15(1), 402\u2013427. doi: 10.1109\/SURV.2012.031412.00077 .","journal-title":"IEEE Communication Surveys and Tutorials"},{"key":"9601_CR39","unstructured":"Kotler, P. (1991). Marketing management : analysis, planning, implementation, and control. London Prentice-Hall International."},{"key":"9601_CR40","volume-title":"Marketing Management: The Millennium Edition","author":"P Kotler","year":"2000","unstructured":"Kotler, P. (2000). Marketing Management: The Millennium Edition. Upper Saddle River: Pearson Custom Pub."},{"key":"9601_CR41","volume-title":"Consumer Behaviour","author":"R Kumra","year":"2010","unstructured":"Kumra, R. (2010). Consumer Behaviour. Mumbai: Himalaya Publishing House."},{"issue":"1\u20132","key":"9601_CR42","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1023\/A:1009835726774","volume":"5","author":"RD Lawrence","year":"2001","unstructured":"Lawrence, R. D., Almasi, G. S., Kotlyar, V., Viveros, M. S., & Duri, S. S. (2001). Personalization of supermarket product recommendations. Data Mining and Knowledge Discovery, 5(1\u20132), 11\u201332. doi: 10.1023\/A:1009835726774 .","journal-title":"Data Mining and Knowledge Discovery"},{"issue":"3","key":"9601_CR43","doi-asserted-by":"publisher","first-page":"159","DOI":"10.1002\/mar.20000","volume":"21","author":"BK Lee","year":"2004","unstructured":"Lee, B. K., & Lee, W. N. (2004). The effect of information overload on consumer choice quality in an online environment. Psychology and Marketing, 21(3), 159\u2013183. doi: 10.1002\/mar.20000 .","journal-title":"Psychology and Marketing"},{"key":"9601_CR44","volume-title":"Shopper, buyer, and consumer behavior: Theory, marketing applications and public policy implications","author":"JD Lindquist","year":"2009","unstructured":"Lindquist, J. D., & Sirgy, M. J. (2009). Shopper, buyer, and consumer behavior: Theory, marketing applications and public policy implications. Florence: Cengage Learning."},{"issue":"4","key":"9601_CR45","doi-asserted-by":"publisher","first-page":"511","DOI":"10.1016\/j.jretai.2014.08.004","volume":"90","author":"NH Lurie","year":"2014","unstructured":"Lurie, N. H., & Wen, N. (2014). Simple decision aids and consumer decision making. Journal of Retailing, 90(4), 511\u2013523. doi: 10.1016\/j.jretai.2014.08.004 .","journal-title":"Journal of Retailing"},{"issue":"4","key":"9601_CR46","doi-asserted-by":"publisher","first-page":"357","DOI":"10.1016\/j.bushor.2009.03.002","volume":"52","author":"WG Mangold","year":"2009","unstructured":"Mangold, W. G., & Faulds, D. J. (2009). Social media: the new hybrid element of the promotion mix. Business Horizons, 52(4), 357\u2013365. doi: 10.1016\/j.bushor.2009.03.002 .","journal-title":"Business Horizons"},{"issue":"3","key":"9601_CR47","doi-asserted-by":"publisher","first-page":"581","DOI":"10.1016\/j.compedu.2005.10.011","volume":"49","author":"L Motiwalla","year":"2007","unstructured":"Motiwalla, L. (2007). Mobile learning: a framework and evaluation. Computers & Education, 49(3), 581\u2013596. doi: 10.1016\/j.compedu.2005.10.011 .","journal-title":"Computers & Education"},{"key":"9601_CR48","doi-asserted-by":"crossref","unstructured":"Newcomb, E., Pashley, T., & Stasko, J. Mobile computing in the retail arena. In Proceedings of the SIGCHI conference on Human factors in computing systems, 2003 (pp. 337\u2013344): ACM.","DOI":"10.1145\/642611.642670"},{"key":"9601_CR49","first-page":"13","volume-title":"Consumer decision process: Marketing and advertising implications","author":"FM Nicosia","year":"1966","unstructured":"Nicosia, F. M. (1966). Consumer decision process: Marketing and advertising implications (pp. 13\u201328). Englewood Cliffs: Prentice Hall."},{"key":"9601_CR50","doi-asserted-by":"crossref","unstructured":"Nielsen, J., & Landauer, T. K. (1993). A mathematical model of the finding of usability problems. In Proceedings of the INTERACT\u201993 and CHI\u201993 conference on Human factors in computing systems, (pp. 206\u2013213): ACM.","DOI":"10.1145\/169059.169166"},{"key":"9601_CR51","doi-asserted-by":"publisher","unstructured":"Nurmi, P., Salovaara, A., Forsblom, A., Bohnert, F., & Flor\u00e9en, P. (2014). PromotionRank: Ranking and Recommending Grocery Product Promotions Using Personal Shopping Lists. ACM Transactions on Interactive Intelligent Systems (TiiS), 4(1), 1, doi:dx.doi.org\/ 10.1145\/2584249 .","DOI":"10.1145\/2584249"},{"issue":"3","key":"9601_CR52","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1145\/272287.272300","volume":"41","author":"RM O\u2019keefe","year":"1998","unstructured":"O\u2019keefe, R. M., & McEachern, T. (1998). Web-based customer decision support systems. Communications of the ACM, 41(3), 71\u201378. doi: 10.1145\/272287.272300 .","journal-title":"Communications of the ACM"},{"issue":"4","key":"9601_CR53","doi-asserted-by":"publisher","first-page":"684","DOI":"10.2307\/255556","volume":"23","author":"CA O\u2019Reilly","year":"1980","unstructured":"O\u2019Reilly, C. A. (1980). Individuals and information overload in organizations: is more necessarily better? Academy of Management Journal, 23(4), 684\u2013696. doi: 10.2307\/255556 .","journal-title":"Academy of Management Journal"},{"key":"9601_CR54","unstructured":"Ozarslan, S., & Eren, P. E. (2014). Text recognition and correction for automated data collection by mobile devices. In IS&T\/SPIE Electronic Imaging, (pp. 902706-902706-902706): International Society for Optics and Photonics."},{"issue":"1","key":"9601_CR55","doi-asserted-by":"publisher","first-page":"31","DOI":"10.4018\/irmj.2001010104","volume":"14","author":"RE Pereira","year":"2001","unstructured":"Pereira, R. E. (2001). Influence of query-based decision aids on consumer decision making in electronic commerce. Information Resources Management Journal (IRMJ), 14(1), 31\u201348. doi: 10.4018\/irmj.2001010104 .","journal-title":"Information Resources Management Journal (IRMJ)"},{"issue":"1","key":"9601_CR56","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1016\/j.intmar.2013.08.001","volume":"28","author":"C Pescher","year":"2014","unstructured":"Pescher, C., Reichhart, P., & Spann, M. (2014). Consumer decision-making processes in mobile viral marketing campaigns. Journal of Interactive Marketing, 28(1), 43\u201354. doi: 10.1016\/j.intmar.2013.08.001 .","journal-title":"Journal of Interactive Marketing"},{"key":"9601_CR57","unstructured":"Sauro, J. (2011). A practical guide to the system usability scale: Background, benchmarks & best practices: Measuring Usability LLC."},{"key":"9601_CR58","unstructured":"Sehgal, S., Kanhere, S. S., & Chou, C. T. (2008). MobiShop: Using Mobile Phones for Sharing Consumer Pricing Information. In Intl. Conference on Distributed Computing in Sensor Systems, Santorini, Greece."},{"issue":"2","key":"9601_CR59","doi-asserted-by":"publisher","first-page":"159","DOI":"10.1016\/j.jretai.2004.04.001","volume":"80","author":"S Senecal","year":"2004","unstructured":"Senecal, S., & Nantel, J. (2004). The influence of online product recommendations on consumers\u2019 online choices. Journal of Retailing, 80(2), 159\u2013169. doi: 10.1016\/j.jretai.2004.04.001 .","journal-title":"Journal of Retailing"},{"key":"9601_CR60","doi-asserted-by":"publisher","unstructured":"Shekar, S., Nair, P., & Helal, A. (2003). iGrocer: a ubiquitous and pervasive smart grocery shopping system. In Proceedings of the 2003 ACM symposium on Applied computing, Melbourne, Florida, (pp. 645\u2013652). 952658: ACM. doi: 10.1145\/952532.952658 .","DOI":"10.1145\/952532.952658"},{"issue":"6","key":"9601_CR61","doi-asserted-by":"publisher","first-page":"1001","DOI":"10.1016\/j.jretconser.2013.12.003","volume":"21","author":"R Str\u00f6m","year":"2014","unstructured":"Str\u00f6m, R., Vendel, M., & Bredican, J. (2014). Mobile marketing: a literature review on its value for consumers and retailers. Journal of Retailing and Consumer Services, 21(6), 1001\u20131012. doi: 10.1016\/j.jretconser.2013.12.003 .","journal-title":"Journal of Retailing and Consumer Services"},{"issue":"12","key":"9601_CR62","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1145\/953460.953486","volume":"46","author":"J Sun","year":"2003","unstructured":"Sun, J. (2003). Information requirement elicitation in mobile commerce. Communications of the ACM, 46(12), 45\u201347. doi: 10.1145\/953460.953486 .","journal-title":"Communications of the ACM"},{"issue":"5","key":"9601_CR63","doi-asserted-by":"publisher","first-page":"349","DOI":"10.1016\/S0305-0483(03)00055-0","volume":"31","author":"TS Teo","year":"2003","unstructured":"Teo, T. S., & Yeong, Y. D. (2003). Assessing the consumer decision process in the digital marketplace. Omega, 31(5), 349\u2013363. doi: 10.1016\/S0305-0483(03)00055-0 .","journal-title":"Omega"},{"issue":"6","key":"9601_CR64","doi-asserted-by":"publisher","first-page":"623","DOI":"10.1108\/02634500410559015","volume":"22","author":"A Thomas","year":"2004","unstructured":"Thomas, A., & Garland, R. (2004). Grocery shopping: list and non-list usage. Marketing Intelligence & Planning, 22(6), 623\u2013635. doi: 10.1108\/02634500410559015 .","journal-title":"Marketing Intelligence & Planning"},{"key":"9601_CR65","unstructured":"Tullis, T. S., & Stetson, J. N. (2004). A comparison of questionnaires for assessing website usability. In Usability Professional Association Conference, Minneapolis, MN, June 7\u201311, 2004 (pp. 1\u201312)."},{"issue":"3","key":"9601_CR66","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1109\/MITP.2010.45","volume":"12","author":"B Unhelkar","year":"2010","unstructured":"Unhelkar, B., & Murugesan, S. (2010). The enterprise mobile applications development framework. IT Professional, 12(3), 33\u201339. doi: 10.1109\/MITP.2010.45 .","journal-title":"IT Professional"},{"key":"9601_CR67","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1016\/j.dss.2014.06.001","volume":"66","author":"U Varshney","year":"2014","unstructured":"Varshney, U. (2014). Mobile health: four emerging themes of research. Decision Support Systems, 66, 20\u201335. doi: 10.1016\/j.dss.2014.06.001 .","journal-title":"Decision Support Systems"},{"issue":"3","key":"9601_CR68","doi-asserted-by":"publisher","first-page":"185","DOI":"10.1023\/A:1014570512129","volume":"7","author":"U Varshney","year":"2002","unstructured":"Varshney, U., & Vetter, R. (2002). Mobile commerce: framework, applications and networking support. Mobile Networks and Applications, 7(3), 185\u2013198. doi: 10.1023\/A:1014570512129 .","journal-title":"Mobile Networks and Applications"},{"key":"9601_CR69","unstructured":"von Reischach, F., & Michahelles, F. (2008). Apriori: A ubiquitous product rating system. In Workshop on Pervasive Mobile Interaction Devices (PERMID) at Pervasive 2008."},{"issue":"3","key":"9601_CR70","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1504\/IJMC.2003.003498","volume":"1","author":"A Vrechopoulos","year":"2003","unstructured":"Vrechopoulos, A., Constantiou, I., Sideris, I., Doukidis, G., & Mylonopoulos, N. (2003). The critical role of consumer behaviour research in mobile commerce. International Journal of Mobile Communications, 1(3), 239\u2013340.","journal-title":"International Journal of Mobile Communications"},{"issue":"5","key":"9601_CR71","doi-asserted-by":"publisher","first-page":"887","DOI":"10.1007\/s10796-012-9389-2","volume":"16","author":"W-T Wang","year":"2014","unstructured":"Wang, W.-T., & Chang, W.-H. (2014). A study of virtual product consumption from the expectancy disconfirmation and symbolic consumption perspectives. Information Systems Frontiers, 16(5), 887\u2013908. doi: 10.1007\/s10796-012-9389-2 .","journal-title":"Information Systems Frontiers"},{"issue":"6","key":"9601_CR72","doi-asserted-by":"publisher","first-page":"2928","DOI":"10.1016\/j.chb.2006.06.006","volume":"23","author":"SJ Westerman","year":"2007","unstructured":"Westerman, S. J., Tuck, G. C., Booth, S. A., & Khakzar, K. (2007). Consumer decision support systems: internet versus in-store application. Computers in Human Behavior, 23(6), 2928\u20132944. doi: 10.1016\/j.chb.2006.06.006 .","journal-title":"Computers in Human Behavior"},{"issue":"4","key":"9601_CR73","doi-asserted-by":"publisher","first-page":"883","DOI":"10.1016\/j.dss.2012.12.024","volume":"55","author":"VY Yoon","year":"2013","unstructured":"Yoon, V. Y., Hostler, R. E., Guo, Z., & Guimaraes, T. (2013). Assessing the moderating effect of consumer product knowledge and online shopping experience on using recommendation agents for customer loyalty. Decision Support Systems, 55(4), 883\u2013893. doi: 10.1016\/j.dss.2012.12.024 .","journal-title":"Decision Support Systems"},{"key":"9601_CR74","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1016\/j.dss.2014.08.005","volume":"67","author":"KZK Zhang","year":"2014","unstructured":"Zhang, K. Z. K., Zhao, S. J., Cheung, C. M. K., & Lee, M. K. O. (2014). Examining the influence of online reviews on consumers\u2019 decision-making: a heuristic\u2013systematic model. Decision Support Systems, 67, 78\u201389. doi: 10.1016\/j.dss.2014.08.005 .","journal-title":"Decision Support Systems"}],"container-title":["Information Systems Frontiers"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10796-015-9601-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10796-015-9601-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10796-015-9601-2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10796-015-9601-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,31]],"date-time":"2019-08-31T08:22:03Z","timestamp":1567239723000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10796-015-9601-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,10,7]]},"references-count":74,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2018,8]]}},"alternative-id":["9601"],"URL":"https:\/\/doi.org\/10.1007\/s10796-015-9601-2","relation":{},"ISSN":["1387-3326","1572-9419"],"issn-type":[{"value":"1387-3326","type":"print"},{"value":"1572-9419","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,10,7]]}}}