{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,28]],"date-time":"2026-06-28T11:28:06Z","timestamp":1782646086545,"version":"3.54.5"},"reference-count":76,"publisher":"MDPI AG","issue":"9","license":[{"start":{"date-parts":[[2023,9,13]],"date-time":"2023-09-13T00:00:00Z","timestamp":1694563200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100008827","name":"Zhejiang A&amp;F University","doi-asserted-by":"publisher","award":["2023FR004"],"award-info":[{"award-number":["2023FR004"]}],"id":[{"id":"10.13039\/501100008827","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Systems"],"abstract":"<jats:p>With the rapid spread of mobile devices and the Internet, mobile interactive video advertising has become an increasingly popular means of accessing advertising information for a large number of users. Interactive narratives are advertisements that require collaboration between consumers and designers to complete the story. Interactive narratives influence marketing impact and the advertising experience. Building on previous research, this study delves deeper into the design methods of interactive narratives for mobile video advertisements. We developed various interactive narrative samples by controlling video quality parameters, content, and product involvement, and then measured consumer perceptions of these samples in a laboratory environment. The results indicate that six design methods for interactive narratives foster positive perceptions, immersion, and satisfaction in advertisements with low product involvement. For ads with a high degree of product involvement, two design methods can achieve positive consumer perceptions of interactive narratives. This study offers insights for businesses and interaction designers aiming to advance the commercial use of mobile interactive video advertising. At the same time, we propose a design method for mobile interactive video advertising that can also serve as an entry point for theoretical research on interactive narratives.<\/jats:p>","DOI":"10.3390\/systems11090471","type":"journal-article","created":{"date-parts":[[2023,9,14]],"date-time":"2023-09-14T10:00:23Z","timestamp":1694685623000},"page":"471","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["How Does Interactive Narrative Design Affect the Consumer Experience of Mobile Interactive Video Advertising?"],"prefix":"10.3390","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9810-3168","authenticated-orcid":false,"given":"Chao","family":"Gu","sequence":"first","affiliation":[{"name":"Academy of Arts & Design, Tsinghua University, Beijing 100084, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shuyuan","family":"Lin","sequence":"additional","affiliation":[{"name":"Department of Media Design, Tatung University, Taipei 104, Taiwan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1852-2811","authenticated-orcid":false,"given":"Wei","family":"Wei","sequence":"additional","affiliation":[{"name":"School of Textile Garment and Design, Changshu Institute of Technology, Changshu 215500, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4020-8370","authenticated-orcid":false,"given":"Chun","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Design, Jiangnan University, Wuxi 214122, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2613-0386","authenticated-orcid":false,"given":"Jiangjie","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Design, Jiangnan University, Wuxi 214122, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1351-6298","authenticated-orcid":false,"given":"Wei","family":"Miao","sequence":"additional","affiliation":[{"name":"School of Textile Garment and Design, Changshu Institute of Technology, Changshu 215500, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5923-9126","authenticated-orcid":false,"given":"Jie","family":"Sun","sequence":"additional","affiliation":[{"name":"College of Arts and Design, Zhejiang A&F University, Hangzhou 311300, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-9709-2673","authenticated-orcid":false,"given":"Yingjie","family":"Zeng","sequence":"additional","affiliation":[{"name":"Department of Industrial Design, Honam University, Gwangju 62399, Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2023,9,13]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"851","DOI":"10.1016\/j.procs.2019.11.192","article-title":"The influence of discount framing towards brand reputation and brand image on purchase intention and actual behaviour in e-commerce","volume":"161","author":"Agmeka","year":"2019","journal-title":"Procedia Comput. Sci."},{"key":"ref_2","doi-asserted-by":"crossref","unstructured":"Andrade, A., Dionisio, M., and Nisi, V. (2022, January 27\u201330). SeaStory: An interactive narrative using collaborative features. Proceedings of the Interaction Design and Children, Braga, Portugal.","DOI":"10.1145\/3501712.3535276"},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"3365","DOI":"10.1016\/j.trpro.2020.08.117","article-title":"Public transport users\u2019 WOM: An integration model of the theory of planned behavior, customer satisfaction theory, and personal norm theory","volume":"48","author":"Bakti","year":"2020","journal-title":"Transp. Res. Procedia"},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"342","DOI":"10.1002\/cb.185","article-title":"Investigating the relationship between product involvement and consumer decision-making styles","volume":"5","author":"Bauer","year":"2006","journal-title":"J. Consum. Behav."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"102506","DOI":"10.1016\/j.ijhcs.2020.102506","article-title":"Memory of virtual experiences: Role of immersion, emotion and sense of presence","volume":"144","author":"Cadet","year":"2020","journal-title":"Int. J. Hum.-Comput. Stud."},{"key":"ref_6","doi-asserted-by":"crossref","unstructured":"Cardona-Rivera, R.E., Zagal, J.P., and Debus, M.S. (2020, January 3\u20136). Gfi: A formal approach to narrative design and game research. Proceedings of the Interactive Storytelling: 13th International Conference on Interactive Digital Storytelling, ICIDS 2020, Bournemouth, UK. Proceedings 13.","DOI":"10.1007\/978-3-030-62516-0_13"},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"102252","DOI":"10.1016\/j.ijinfomgt.2020.102252","article-title":"Engaging gen Y customers in online brand communities: A cross-national assessment","volume":"56","author":"Carlson","year":"2021","journal-title":"Int. J. Inf. Manag."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1080\/19312458.2017.1396583","article-title":"Ten steps in scale development and reporting: A guide for researchers","volume":"12","author":"Carpenter","year":"2018","journal-title":"Commun. Methods Meas."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"524","DOI":"10.1002\/mar.21630","article-title":"Strategic use of immersive media and narrative message in virtual marketing: Understanding the roles of telepresence and transportation","volume":"39","author":"Chen","year":"2022","journal-title":"Psychol. Mark."},{"key":"ref_10","doi-asserted-by":"crossref","unstructured":"Chen, T., Peng, L., Jing, B., Wu, C., Yang, J., and Cong, G. (2020). The impact of the COVID-19 pandemic on user experience with online education platforms in China. Sustainability, 12.","DOI":"10.3390\/su12187329"},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"103910","DOI":"10.1016\/j.compedu.2020.103910","article-title":"Self-regulated mobile game-based English learning in a virtual reality environment","volume":"154","author":"Chen","year":"2020","journal-title":"Comput. Educ."},{"key":"ref_12","doi-asserted-by":"crossref","unstructured":"Crawford, C. (2005). Chris Crawford on Interactive Storytelling, New Riders.","DOI":"10.1145\/1086057.1086079"},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"103453","DOI":"10.1016\/j.im.2021.103453","article-title":"Intention to reuse AR-based apps: The combined role of the sense of immersion, product presence and perceived realism","volume":"58","author":"Daassi","year":"2021","journal-title":"Inf. Manag."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"103063","DOI":"10.1016\/j.jretconser.2022.103063","article-title":"What drives product involvement and satisfaction with OFDs amid COVID-19?","volume":"68","author":"Das","year":"2022","journal-title":"J. Retail. Consum. Serv."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"608","DOI":"10.1016\/j.jbusres.2020.10.016","article-title":"Marketing-to-Millennials: Marketing 4.0, customer satisfaction and purchase intention","volume":"122","author":"Dash","year":"2021","journal-title":"J. Bus. Res."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"136","DOI":"10.1016\/j.techum.2022.04.004","article-title":"Approaching metaverses: Mixed reality interfaces in youth media platforms","volume":"2","author":"Lacasa","year":"2022","journal-title":"New Techno Humanit."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"513","DOI":"10.1016\/j.jbusres.2021.08.004","article-title":"Virtual reality marketing and customer advocacy: Transforming experiences from story-telling to story-doing","volume":"136","author":"Plangger","year":"2021","journal-title":"J. Bus. Res."},{"key":"ref_18","doi-asserted-by":"crossref","unstructured":"Dionisio, M., Bala, P., Oliveira, S., and Nisi, V. (2020, January 3\u20136). Tale of T (r) ails: The design of an ar comic book for an animal welfare transmedia. Proceedings of the Interactive Storytelling: 13th International Conference on Interactive Digital Storytelling, ICIDS 2020, Bournemouth, UK. Proceedings 13.","DOI":"10.1007\/978-3-030-62516-0_25"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"102024","DOI":"10.1016\/j.jretconser.2019.102024","article-title":"Contrasting user generated videos versus brand generated videos in ecommerce","volume":"54","author":"Diwanji","year":"2020","journal-title":"J. Retail. Consum. Serv."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"506","DOI":"10.1080\/10253866.2019.1653288","article-title":"Black Mirror: Bandersnatch and how Netflix manipulates us, the new gods","volume":"23","author":"Elnahla","year":"2020","journal-title":"Consum. Mark. Cult."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/14626268.2019.1570942","article-title":"\u2018I have a different kind of brain\u2019\u2014A script-centric approach to interactive narratives in games","volume":"30","year":"2019","journal-title":"Digit. Creat."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"912","DOI":"10.1002\/cb.1993","article-title":"Value-based adoption of augmented reality: A study on the influence on online purchase intention in retail","volume":"22","author":"Erdmann","year":"2023","journal-title":"J. Consum. Behav."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1080\/00913367.2019.1585305","article-title":"The key to 360-degree video advertising: An examination of the degree of narrative structure","volume":"48","author":"Feng","year":"2019","journal-title":"J. Advert."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"103671","DOI":"10.1016\/j.compedu.2019.103671","article-title":"On the role of interaction mode and story structure in virtual reality serious games","volume":"143","author":"Ferguson","year":"2020","journal-title":"Comput. Educ."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1016\/j.tifs.2019.02.028","article-title":"The antecedents of the consumer purchase intention: Sensitivity to price and involvement in organic product: Moderating role of product regional identity","volume":"90","author":"Toukabri","year":"2019","journal-title":"Trends Food Sci. Technol."},{"key":"ref_26","doi-asserted-by":"crossref","unstructured":"Gu, C., Chen, J., Yang, C., Wei, W., Jiang, Q., Jiang, L., and Yang, Y. (2022). Effects of AR picture books on German teaching in universities. J. Intell., 10.","DOI":"10.3390\/jintelligence10010013"},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"e10910","DOI":"10.1016\/j.heliyon.2022.e10910","article-title":"What do users care about? Research on user behavior of mobile interactive video advertising","volume":"8","author":"Gu","year":"2022","journal-title":"Heliyon"},{"key":"ref_28","doi-asserted-by":"crossref","unstructured":"Habib, S., Hamadneh, N.N., and Alsubie, A. (2021). Modeling advertising practices for product involvement and consumer impulsivity in branded apparel: A case study of Indian consumers. Sustainability, 13.","DOI":"10.3390\/su13042309"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"102232","DOI":"10.1016\/j.jretconser.2020.102232","article-title":"Is it all about consumer engagement? Explaining continuance intention for utilitarian and hedonic service consumption","volume":"57","author":"Hepola","year":"2020","journal-title":"J. Retail. Consum. Serv."},{"key":"ref_30","unstructured":"Horton, W. (1990). Designing and Writing Online Documentation: Help Files to Hypertext, John Wiley & Sons, Inc."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"102012","DOI":"10.1016\/j.jenvp.2023.102012","article-title":"The effect of water sound level in virtual reality: A study of restorative benefits in young adults through immersive natural environments","volume":"88","author":"Hsieh","year":"2023","journal-title":"J. Environ. Psychol."},{"key":"ref_32","unstructured":"ITU-R (2012). BT.500-13 Methodology for the Subjective Assessment of the Quality of Television Pictures, ITU."},{"key":"ref_33","doi-asserted-by":"crossref","unstructured":"Ivanova, G., Ivanov, A., and Zdravkov, L. (2023, January 22\u201326). Virtual and Augmented Reality in Mechanical Engineering Education. Proceedings of the 2023 46th MIPRO ICT and Electronics Convention (MIPRO), Opatija, Croatia.","DOI":"10.23919\/MIPRO57284.2023.10159965"},{"key":"ref_34","doi-asserted-by":"crossref","unstructured":"Jiang, Q., Sun, J., Yang, C., and Gu, C. (2021). The impact of perceived interactivity and intrinsic value on users\u2019 continuance intention in using mobile augmented reality virtual shoe-try-on function. Systems, 10.","DOI":"10.3390\/systems10010003"},{"key":"ref_35","first-page":"10","article-title":"Evaluating the impact of storytelling ads on consumer purchase intention","volume":"15","author":"Joshi","year":"2022","journal-title":"J. Serv. Sci. Manag."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"102575","DOI":"10.1016\/j.jretconser.2021.102575","article-title":"The impact of user perceptions of AR on purchase intention of location-based AR navigation systems","volume":"61","author":"Jung","year":"2021","journal-title":"J. Retail. Consum. Serv."},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1016\/j.jbusres.2021.03.061","article-title":"A broad overview of interactive digital marketing: A bibliometric network analysis","volume":"131","author":"Krishen","year":"2021","journal-title":"J. Bus. Res."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"732459","DOI":"10.3389\/fpsyg.2021.732459","article-title":"The moderating role of anticipated regret and product involvement on online impulsive buying behavior","volume":"12","author":"Li","year":"2021","journal-title":"Front. Psychol."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"e18322","DOI":"10.1016\/j.heliyon.2023.e18322","article-title":"Influence of online E-commerce interaction on consumer satisfaction based on big data algorithm","volume":"9","author":"Li","year":"2023","journal-title":"Heliyon"},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"126","DOI":"10.1016\/j.neucom.2020.04.049","article-title":"No-reference stereoscopic image quality evaluator with segmented monocular features and perceptual binocular features","volume":"405","author":"Liu","year":"2020","journal-title":"Neurocomputing"},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"103509","DOI":"10.1016\/j.im.2021.103509","article-title":"Live streaming commerce and consumers\u2019 purchase intention: An uncertainty reduction perspective","volume":"58","author":"Lu","year":"2021","journal-title":"Inf. Manag."},{"key":"ref_42","unstructured":"Meadows, M.S. (2002). Pause & Effect: The Art of Interactive Narrative, Pearson Education."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"101561","DOI":"10.1016\/j.techsoc.2021.101561","article-title":"Determinants of Millennials\u2019 behavior in online shopping\u2013Implications on consumers\u2019 satisfaction and e-business development","volume":"65","year":"2021","journal-title":"Technol. Soc."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"102733","DOI":"10.1016\/j.jretconser.2021.102733","article-title":"The impact of online celebrity in livestreaming E-commerce on purchase intention from the perspective of emotional contagion","volume":"63","author":"Meng","year":"2021","journal-title":"J. Retail. Consum. Serv."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1016\/j.ijer.2017.08.007","article-title":"Dialogue, thinking together and digital technology in the classroom: Some educational implications of a continuing line of inquiry","volume":"97","author":"Mercer","year":"2019","journal-title":"Int. J. Educ. Res."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"115772","DOI":"10.1016\/j.image.2019.115772","article-title":"Adaboost neural network and cyclopean view for no-reference stereoscopic image quality assessment","volume":"82","author":"Messai","year":"2020","journal-title":"Signal Process. Image Commun."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"104145","DOI":"10.1016\/j.compedu.2021.104145","article-title":"Virtual reality for fire safety training: Influence of immersion and sense of presence on conceptual and procedural acquisition","volume":"166","author":"Garrigou","year":"2021","journal-title":"Comput. Educ."},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"119792","DOI":"10.1016\/j.jclepro.2019.119792","article-title":"A consumer definition of eco-friendly packaging","volume":"252","author":"Nguyen","year":"2020","journal-title":"J. Clean. Prod."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"101848","DOI":"10.1016\/j.ijdrr.2020.101848","article-title":"The Fiqh of disaster: The mitigation of covid-19 in the perspective of Islamic education-neuroscience","volume":"51","author":"Nuryana","year":"2020","journal-title":"Int. J. Disaster Risk Reduct."},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1080\/14794713.2019.1567243","article-title":"Exploring volumetric video and narrative through Samuel Beckett\u2019s Play","volume":"15","author":"Johnson","year":"2019","journal-title":"Int. J. Perform. Arts Digit. Media"},{"key":"ref_51","unstructured":"Parker, S. (2023, June 01). What Is Interactive Video?. Available online: https:\/\/www.wyzowl.com\/what-is-interactive-video\/."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"317","DOI":"10.1016\/j.im.2018.11.007","article-title":"Moderating effects of time pressure on the relationship between perceived value and purchase intention in social E-commerce sales promotion: Considering the impact of product involvement","volume":"56","author":"Peng","year":"2019","journal-title":"Inf. Manag."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.intmar.2019.05.001","article-title":"Drama goes viral: Effects of story development on shares and views of online advertising videos","volume":"48","author":"Quesenberry","year":"2019","journal-title":"J. Interact. Mark."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"123882","DOI":"10.1016\/j.jclepro.2020.123882","article-title":"Bridge the gap: Consumers\u2019 purchase intention and behavior regarding sustainable clothing","volume":"278","author":"Rausch","year":"2021","journal-title":"J. Clean. Prod."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1007\/s40692-018-0128-7","article-title":"Interactive digital storytelling: Bringing cultural heritage in a classroom","volume":"6","author":"Rizvic","year":"2019","journal-title":"J. Comput. Educ."},{"key":"ref_56","doi-asserted-by":"crossref","unstructured":"Robertson, J., Jhala, A., and Young, R.M. (2019, January 26\u201330). Efficient choice enumeration for narrative world design. Proceedings of the 14th International Conference on the Foundations of Digital Games, San Luis Obispo, CA, USA.","DOI":"10.1145\/3337722.3337736"},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"102201","DOI":"10.1016\/j.jretconser.2020.102201","article-title":"A PLS-SEM approach to understanding E-SQ, e-satisfaction and e-loyalty for fashion e-retailers in Spain","volume":"57","author":"Villarreal","year":"2020","journal-title":"J. Retail. Consum. Serv."},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"6","DOI":"10.1177\/1094428120968614","article-title":"An updated guideline for assessing discriminant validity","volume":"25","author":"Cho","year":"2022","journal-title":"Organ. Res. Methods"},{"key":"ref_59","unstructured":"Ryan, M.-L. (2006). Avatars of Story, University of Minnesota Press."},{"key":"ref_60","unstructured":"Ryan, M.-L. (2015). Narrative as Virtual Reality 2: Revisiting Immersion and Interactivity in Literature and Electronic Media, JHU Press."},{"key":"ref_61","first-page":"1","article-title":"Improving accessibility to intangible cultural heritage preservation using virtual reality","volume":"13","author":"Rizvic","year":"2020","journal-title":"J. Comput. Cult. Herit. (JOCCH)"},{"key":"ref_62","doi-asserted-by":"crossref","first-page":"107292","DOI":"10.1016\/j.chb.2022.107292","article-title":"The actualization of meta affordances: Conceptualizing affordance actualization in the metaverse games","volume":"133","author":"Shin","year":"2022","journal-title":"Comput. Hum. Behav."},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"100429","DOI":"10.1016\/j.edurev.2021.100429","article-title":"A systematic review of immersive technology applications for medical practice and education-trends, application areas, recipients, teaching contents, evaluation methods, and performance","volume":"35","author":"Tang","year":"2022","journal-title":"Educ. Res. Rev."},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"359","DOI":"10.1111\/jcal.12494","article-title":"Application of virtual reality (VR) technology for medical practitioners in type and screen (T&S) training","volume":"37","author":"Tang","year":"2021","journal-title":"J. Comput. Assist. Learn."},{"key":"ref_65","doi-asserted-by":"crossref","unstructured":"Tu, J.-C., and Yang, C. (2019). Key factors influencing consumers\u2019 purchase of electric vehicles. Sustainability, 11.","DOI":"10.3390\/su11143863"},{"key":"ref_66","first-page":"1104","article-title":"Navigating interactive story spaces. The architecture of interactive narratives in online journalism","volume":"11","author":"Bakker","year":"2021","journal-title":"Digit. J."},{"key":"ref_67","doi-asserted-by":"crossref","first-page":"2595","DOI":"10.1007\/s11063-019-10036-6","article-title":"No-reference video quality assessment based on the temporal pooling of deep features","volume":"50","author":"Varga","year":"2019","journal-title":"Neural Process. Lett."},{"key":"ref_68","doi-asserted-by":"crossref","first-page":"1569","DOI":"10.1007\/s11760-019-01510-8","article-title":"No-reference video quality assessment via pretrained CNN and LSTM networks","volume":"13","author":"Varga","year":"2019","journal-title":"Signal Image Video Process."},{"key":"ref_69","doi-asserted-by":"crossref","first-page":"218","DOI":"10.1016\/j.tele.2019.05.003","article-title":"Understanding word-of-mouth (WOM) intentions of mobile app users: The role of simplicity and emotions during the first interaction","volume":"41","author":"Verkijika","year":"2019","journal-title":"Telemat. Inform."},{"key":"ref_70","first-page":"1","article-title":"New frontiers and future directions in interactive marketing: Inaugural Editorial","volume":"15","author":"Wang","year":"2021","journal-title":"J. Res. Interact. Mark."},{"key":"ref_71","doi-asserted-by":"crossref","first-page":"012013","DOI":"10.1088\/1742-6596\/1930\/1\/012013","article-title":"Research progress of smart phone positioning and navigation sensors","volume":"1930","author":"Wen","year":"2021","journal-title":"J. Phys. Conf. Ser."},{"key":"ref_72","first-page":"2278","article-title":"Examining the effect of potential tourists\u2019 wine product involvement on wine tourism destination image and travel intention","volume":"24","author":"Wu","year":"2021","journal-title":"Curr. Issues Tour."},{"key":"ref_73","doi-asserted-by":"crossref","first-page":"103187","DOI":"10.1016\/j.jretconser.2022.103187","article-title":"The role of social commerce for enhancing consumers\u2019 involvement in the cross-border product: Evidence from SEM and ANN based on MOA framework","volume":"71","author":"Xu","year":"2023","journal-title":"J. Retail. Consum. Serv."},{"key":"ref_74","doi-asserted-by":"crossref","first-page":"106991","DOI":"10.1016\/j.chb.2021.106991","article-title":"Why do people play games on mobile commerce platforms? An empirical study on the influence of gamification on purchase intention","volume":"126","author":"Yu","year":"2022","journal-title":"Comput. Hum. Behav."},{"key":"ref_75","doi-asserted-by":"crossref","first-page":"186","DOI":"10.1002\/hbe2.188","article-title":"To learn scientifically, effectively, and enjoyably: A review of educational games","volume":"2","author":"Zeng","year":"2020","journal-title":"Hum. Behav. Emerg. Technol."},{"key":"ref_76","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1016\/j.ins.2020.04.030","article-title":"Blind quality assessment for image superresolution using deep two-stream convolutional networks","volume":"528","author":"Zhou","year":"2020","journal-title":"Inf. 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