Abstrakt
The variety of hardware devices and the diversity of their users imposes new requirements and expectations on designers and developers of mobile applications (apps). While the Internet has enabled new forms of communication platform, online stores provide the ability to review apps. These informal online app reviews have become a viral form of electronic wordof-mouth (eWOM), covering a plethora of issues. In our study, we set ourselves the goal of investigating whether online reviews reveal usability and user experience (UUX) issues, being important quality-in-use characteristics. To address this problem, we used sentiment analysis techniques, with the aim of extracting relevant keywords from eWOM WhatsApp data. Based on the extracted keywords, we next identified the original users’ reviews, and individually assigned each attribute and dimension to them. Eventually, the reported issues were thematically synthesized into 7 attributes and 8 dimensions. If one asks whether online reviews reveal genuine UUX issues, in this case, the answer is definitely affirmative.
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- Kategoria:
- Publikacja w czasopiśmie
- Typ:
- artykuły w czasopismach
- Opublikowano w:
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Annals of Computer Science and Information Systems
nr 18,
strony 747 - 754,
ISSN: 2300-5963 - Język:
- angielski
- Rok wydania:
- 2019
- Opis bibliograficzny:
- Baj-Rogowska A., Weichbroth P.: Do online reviews reveal mobile application usability and user experience? The case of WhatsApp// Annals of Computer Science and Information Systems -Vol. 18, (2019), s.747-754
- DOI:
- Cyfrowy identyfikator dokumentu elektronicznego (otwiera się w nowej karcie) 10.15439/2019f289
- Bibliografia: test
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- Ono, A., & Kikumori, M. (2018). Consumer Adoption of PC- Based/Mobile-Based Electronic Word-of-Mouth. In Encyclopedia of Information Science and Technology, Fourth Edition, 6019-6030. otwiera się w nowej karcie
- Mobile App Daily (2019). Why Your App Needs Reviews - Importance And Benefits. https://www.mobileappdaily.com /2018/11/20/why-your-app-need-reviews
- Walz, A., Ganguly, R. (2015). The Mobile Marketer's Guide to App Store Ratings and Reviews. Apptentive. http://cdn2.hubspot.net/hubfs/232559/The_Mobile_Marketers_Guide _To_App_Store_Ratings_and_Reviews.pdf
- Kukulska-Hulme, A. (2007). Mobile usability and user experience. In Mobile Learning, 61-72. Routledge. otwiera się w nowej karcie
- Park, J., Han, S. H., Kim, H. K., Cho, Y., Park, W. (2013). Developing elements of user experience for mobile phones and services: survey, interview, and observation approaches. Human Factors and Ergonomics in Manufacturing & Service Industries, 23(4), 279-293. otwiera się w nowej karcie
- Parsazadeh, N., Ali, R., Rezaei, M., Tehrani, S. Z. (2018). The construction and validation of a usability evaluation survey for mobile learning environments. Studies in Educational Evaluation, 58, 97- 111. otwiera się w nowej karcie
- Weichbroth, P. (2019). Usability of mobile applications: a systematic literature study. (In Print). otwiera się w nowej karcie
- ISO 9241-11 (2018). Ergonomics of human-system interaction -Part 11: Usability: Definitions and concepts. otwiera się w nowej karcie
- ISO 9241-210 (2010), https://www.iso.org/obp/ui/#iso:std:iso:9241:- 210:ed-1:v1:en, [02-04-2019]. otwiera się w nowej karcie
- Hedegaard, S., Simonsen, J. G. (2013). Extracting usability and user experience information from online user reviews". The SIGCHI Conference on Human Factors in Computing Systems, 2089-2098. otwiera się w nowej karcie
- Korhonen, H., Arrasvuori, J., & Väänänen-Vainio-Mattila, K. (2010). Let users tell the story: evaluating user experience with experience reports. In CHI'10 Extended Abstracts on Human Factors in Computing Systems, 4051-4056. ACM. otwiera się w nowej karcie
- Lewis, J. R. (1995). IBM computer usability satisfaction questionnaires: psychometric evaluation and instructions for use. International Journal of Human-Computer Interaction, 7(1), 57-78. otwiera się w nowej karcie
- Basińska, B., Dąbrowski, D., & Sikorski, M. (2013). Usability and relational factors in user-perceived quality of online services. Studia Ekonomiczne, 158, 18-28.
- Moumane, K., Idri, A., & Abran, A. (2016). Usability evaluation of mobile applications using ISO 9241 and ISO 25062 standards. SpringerPlus, 5(1), 548. otwiera się w nowej karcie
- Kaikkonen, A., Kekäläinen, A., Cankar, M., Kallio, T., & Kankainen, A. (2005). Usability testing of mobile applications: A comparison between laboratory and field testing. Journal of Usability studies, 1(1), 4-16. otwiera się w nowej karcie
- McMillan, D., McGregor, M., & Brown, B. (2015). From in the wild to in vivo: Video Analysis of Mobile Device Use. In Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services, 494-503. ACM. otwiera się w nowej karcie
- Hussain, A., Mkpojiogu, E. O., Jamaludin, N. H., & Moh, S. T. (2017). A usability evaluation of Lazada mobile application. In AIP Conference Proceedings, Vol. 1891(1), AIP Publishing. otwiera się w nowej karcie
- Iacob, C., Harrison, R. (2013). Retrieving and analyzing mobile apps feature requests from online reviews. In Proceedings of the 10th Working Conference on Mining Software Repositories, 41-44. IEEE. otwiera się w nowej karcie
- He, T., Hao, R., Qi, H., Liu, J., & Wu, Q. (2016). Mining Feature- Opinion from Reviews Based on Dependency Parsing. International Journal of Software Engineering and Knowledge Engineering, 26(09n10), 1581-1591. otwiera się w nowej karcie
- Jin, J., Ji, P., & Gu, R. (2016). Identifying comparative customer requirements from product online reviews for competitor analysis. Engineering Applications of Artificial Intelligence, 49, 61-73. otwiera się w nowej karcie
- Genc-Nayebi, N., Abran, A. (2017). A systematic literature review: Opinion mining studies from mobile app store user reviews. Journal of Systems and Software, 125, 207-219. otwiera się w nowej karcie
- LangPipe. (2019). Home. http://alias-i.com/lingpipe/index.html otwiera się w nowej karcie
- Vu, P. M., Nguyen, T. T., Pham, H. V., & Nguyen, T. T. (2015). Mining user opinions in mobile app reviews: A keyword-based approach (t). In 2015 30th IEEE/ACM International Conference on Automated Software Engineering (ASE), 749-759. IEEE. otwiera się w nowej karcie
- Provalis Research Group (2019), Sentiment dictionaries, https://provalisresearch.com/products/content-analysis- software/wordstat-dictionary/sentiment-dictionaries/, [04-04-2019].
- Wiegand M., Balahur A., Montoyo A., Roth B., Klakow, D. (2010). A Survey on the Role of Negation in Sentiment Analysis, Proceedings of the Workshop on Negation and Speculation in Natural Language Processing, Uppsala, 60-68.
- Asmi, A., Ishaya, T. (2012). Negation Identification and Calculation in Sentiment Analysis. The Second International Conference on Advances in Information Mining and Management.
- Baj-Rogowska A. (2017). Sentiment Analysis of Facebook Posts: the Uber case. IEEE Eighth International Conference on Intelligent Computing and Information Systems, pp. 391-395, Cairo (Egypt). otwiera się w nowej karcie
- Weichbroth, P. (2011). The visualisation of association rules in market basket analysis as a supporting method in customer relationship management systems. Prace Naukowe Uniwersytetu Ekonomicznego we Wrocławiu, (232), 136-145. otwiera się w nowej karcie
- Pondel, J., & Pondel, M. (2015). BI and Big Data solutions in project management. Informatyka Ekonomiczna, 4 (38), 55-63. otwiera się w nowej karcie
- Owoc, M., & Pondel, M. (2016). Selection of Free Software Useful in Business Intelligence. Teaching Methodology Perspective. In IFIP International Workshop on Artificial Intelligence for Knowledge Management, 93-105. Springer, Cham. otwiera się w nowej karcie
- Loughran T., McDonald B. (2011). When is a liability not a liability? Textual Analysis, Dictionaries and 10-Ks. The Journal of Finance, 66(1), pp. 35-66. otwiera się w nowej karcie
- Provalis Research Group (2019), ProSuite, https://provalisresearch .com/products/qualitative-data-analysis-software/, [02-03-2019].
- Lock, I., Seele, P. (2016). The credibility of CSR (corporate social responsibility) reports in Europe. Evidence from a quantitative content analysis in 11 countries". Journal of Cleaner Production, 122, 186-200. otwiera się w nowej karcie
- Du Plessis, C. (2017). The role of content marketing in social media content communities. South African Journal of Information Management, 19(1), 1-7. otwiera się w nowej karcie
- Jones-Diette, J. S., Dean, R. S., Cobb, M., Brennan, M. L. (2019). Validation of text-mining and content analysis techniques using data collected from veterinary practice management software systems in the UK. Preventive Veterinary Medicine. otwiera się w nowej karcie
- Provost G., Robert JM. (2013) The Dimensions of Positive and Negative User Experiences with Interactive Products. In: Marcus A. (eds) Design, User Experience, and Usability. Design Philosophy, Methods, and Tools. DUXU 2013. Lecture Notes in Computer Science, vol 8012. Springer, Berlin, Heidelberg. otwiera się w nowej karcie
- Cimpanu, C. (2018). Google announces crackdown on Play Store ratings and reviews. https://www.zdnet.com/article/google-announces- crackdown-on-play-store-ratings-and-reviews/ 752 PROCEEDINGS OF THE FEDCSIS. LEIPZIG, 2019
- Weryfikacja:
- Politechnika Gdańska
wyświetlono 122 razy