Talk to me: Exploring user interactions with the Amazon Alexa
Abstract
Amazon Alexa is a voice-controlled application that is rapidly gaining popularity. We examined user interactions with this technology, and focused on the types of tasks requested of Alexa, the variables that affect user behaviors with Alexa, and Alexa’s alternatives. The data about Alexa usage were collected from 19 participants via the online questionnaire and diary methods over the course of several days. The results indicate that across all age groups, Alexa was primarily used for checking weather forecasts, playing music, and controlling other devices. Several participants reported using Apple Siri and Google Now applications in addition to Alexa for similar purposes except for controlling other devices. Alexa uses over the weekends were more frequent than on weekdays, but its overall usage tended to decrease over time. The users reported being satisfied with Alexa even when it did not produce sought information, suggesting that the interaction experience is more important to the users than the interaction output. More work is required to understand whether users treat Alexa and similar voice-controlled applications as primarily a traditional information retrieval system, a casual leisure system, a control interface for smart home devices, or, simply, a new toy.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Research on voice assistants is focused mainly on the general population.
“Research on voice assistants is focused mainly on the general population.”
From Investigating the Accessibility of Voice Assistants With Impaired Users: Mixed Methods Study (2020) · cites this paper as [10]
Studies investigating user experience and usability of voice assistants mainly involved able-bodied users.
“Indeed, the studies investigating user experience and usability of voice assistants mainly involved able-bodied users [3,8-11], thereby neglecting a broad community of users with disabilities.”
From Investigating the Accessibility of Voice Assistants With Impaired Users: Mixed Methods Study (2020) · cites this paper as [10]
Cites
Models in information behaviour research
Wilson, T. D. (1999) · Journal of Documentation · doi:10.1108/eum0000000007145 · Cited by 2,104 · see citing works
Bhattacherjee, A., & Premkumar, G. (2004) · MIS Quarterly · doi:10.2307/25148634 · Cited by 1,764 · see citing works
What is user engagement? A conceptual framework for defining user engagement with technology
O'Brien, H. L., & Toms, E. G. (2008) · Journal of the American Society for Information Science and Technology · doi:10.1002/asi.20801 · Cited by 1,397 · see citing works
Luger, E., & Sellen, A. (2016) · Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems · doi:10.1145/2858036.2858288 · Cited by 1,176 · see citing works
Information Seeking in Electronic Environments
Marchionini, G. (1995) · doi:10.1017/cbo9780511626388 · Cited by 833 · see citing works
Leckie, G. J., Pettigrew, K. E., & Sylvain, C. (1996) · The Library Quarterly · doi:10.1086/602864 · Cited by 765 · see citing works
W.Littlejohn, S., & Foss, K. A. (2009) · Encyclopedia of Communication Theory · doi:10.4135/9781412959384.n113 · Cited by 573 · see citing works
Differences and similarities in information seeking: children and adults as Web users
Bilal, D., & Kirby, J. (2002) · Information Processing & Management · doi:10.1016/s0306-4573(01)00057-7 · Cited by 257 · see citing works
The limitations of term co-occurrence data for query expansion in document retrieval systems
Peat, H. J., & Willett, P. (1991) · Journal of the American Society for Information Science · doi:10.1002/(sici)1097-4571(199106)42:5 · Cited by 254 · see citing works
Privacy Concerns for Use of Voice Activated Personal Assistant in the Public Space
Easwara Moorthy, A., & Vu, K.-P. L. (2015) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2014.986642 · Cited by 250 · see citing works
Using diary methods in psychological research.
Iida, M., Shrout, P., Laurenceau, J., & Bolger, N. (2012) · American Psychological Association eBooks · doi:10.1037/13619-016 · Cited by 232 · see citing works
On the track of Artificial Intelligence: Learning with Intelligent Personal Assistants
Canbek, N. G., & Mutlu, M. E. (2016) · Journal of Human Sciences · doi:10.14687/ijhs.v13i1.3549 · Cited by 214 · see citing works
Critical incident technique and explicitation interviewing in studies of information behavior
Urquhart, C. J., Light, A., Thomas, R., Barker, A. L., Yeoman, A., Cooper, J. M., Armstrong, C., Fenton, R., Lonsdale, R., & Spink, S. (2003) · Library & Information Science Research · doi:10.1016/s0740-8188(02)00166-4 · Cited by 175 · see citing works
Automatic Online Evaluation of Intelligent Assistants
Jiang, J.-P., Awadallah, A. H., Jones, R., Ozertem, U., Zitouni, I., Kulkarni, R. G., & Khan, O. (2015) · The Web Conference · doi:10.1145/2736277.2741669 · Cited by 157 · see citing works
Understanding User Satisfaction with Intelligent Assistants
Kiseleva, J., Williams, K., Jiang, J., Hassan Awadallah, A., Crook, A. C., Zitouni, I., & Anastasakos, T. (2016) · Proceedings of the 2016 ACM on Conference on Human Information Interaction and Retrieval · doi:10.1145/2854946.2854961 · Cited by 150 · see citing works
(2017) · doi:10.1145/2998181.2998298 · Cited by 131 · see citing works
Predicting User Satisfaction with Intelligent Assistants
Kiseleva, J., Williams, K., Hassan Awadallah, A., Crook, A. C., Zitouni, I., & Anastasakos, T. (2016) · Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval · doi:10.1145/2911451.2911521 · Cited by 108 · see citing works
Chapter 9 Understanding Casual-Leisure Information Behaviour
Elsweiler, D., Wilson, M. L., & Lunn, B. K. (2011) · Library and information science · doi:10.1108/s1876-0562(2011)002011a012 · Cited by 91 · see citing works
Leisure and Its Relationship to Library and: Information Science: Bridging the Gap
Stebbins, R. A. (2009) · Library trends · doi:10.1353/lib.0.0064 · Cited by 85 · see citing works
Understanding students' use and value of technology for learning
Beckman, K., Bennett, S., & Lockyer, L. (2014) · Learning Media and Technology · doi:10.1080/17439884.2013.878353 · Cited by 72 · see citing works
MORRIS, M. G., & Turner, J. M. (2001) · International Journal of Human-Computer Studies · doi:10.1006/ijhc.2001.0460 · Cited by 69 · see citing works
New Directions in Information Behaviour
Heinström, J., & Spink, A. (2011) · Library and information science · doi:10.1108/s1876-0562(2011)1 · Cited by 60 · see citing works
Conversational agent use in a café
Porcheron, M. (2016) · Nottingham ePrints (University of Nottingham) · doi:10.17639/nott.61 · Cited by 56 · see citing works
Using Mobile Phones in Pub Talk
Porcheron, M., Fischer, J. E., & Sharples, S. (2016) · ACM Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) · doi:10.1145/2818048.2820014 · Cited by 47 · see citing works
Analyzing and Predicting Task Reminders
Graus, D., Bennett, P. N., White, R. W., & Horvitz, E. (2016) · ACM Conference on User Modeling, Adaptation and Personalization (UMAP) · doi:10.1145/2930238.2930239 · Cited by 41 · see citing works
Evaluating the Social Acceptability of Voice Based Smartwatch Search
Efthymiou, C., & Halvey, M. J. (2016) · Lecture notes in computer science · doi:10.1007/978-3-319-48051-0_20 · Cited by 29 · see citing works
Elbeshausen, S., Mandl, T., & Womser‐Hacker, C. (2015) · Computer supported cooperative work · doi:10.1007/978-3-319-18988-8_5 · Cited by 4 · see citing works
How to stop Alexa talking to strangers
Reynolds, M. (2017) · The New Scientist · doi:10.1016/s0262-4079(17)30204-x · Cited by 2 · see citing works
Flagged first, then by citations
1 of the 29 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Mishra, A. A., Shukla, A., & Sharma, S. K. (2021) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2021.102413 · Cited by 236 · see citing works
Artificial Intelligence in Education
Goksel, N., & Bozkurt, A. (2019) · Handbook of Research on Learning in the Age of Transhumanism · doi:10.4018/978-1-5225-8431-5.ch014 · Cited by 27 · see citing works
Abdolrahmani, A., Kuber, R., & Branham, S. M. (2018) · Proceedings of the 20th International ACM SIGACCESS Conference on Computers and Accessibility · doi:10.1145/3234695.3236344 · Cited by 172 · see citing works
Conversational Agents: Goals, Technologies, Vision and Challenges
Allouch, M., Azaria, A., & Azoulay, R. (2021) · Sensors · doi:10.3390/s21248448 · Cited by 168 · see citing works
Ramadan, Z. B., Farah, M. F., & Essrawi, L. E. (2020) · Psychology and Marketing · doi:10.1002/mar.21441 · Cited by 161 · see citing works
"Alexa is a Toy": Exploring Older Adults' Reasons for Using, Limiting, and Abandoning Echo
Trajkova, M., & Martin-Hammond, A. (2020) · Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3313831.3376760 · Cited by 154 · see citing works
The User Experience of ChatGPT: Findings from a Questionnaire Study of Early Users
Skjuve, M. B., Følstad, A., & Brandtzæg, P. B. (2023) · ACM Conference on Conversational User Interfaces (CUI) · doi:10.1145/3571884.3597144 · Cited by 152 · see citing works
Alexa, Can I Trust You? Exploring Consumer Paths to Trust in Smart Voice-Interaction Technologies
Foehr, J., & Germelmann, C. C. (2019) · Journal of the Association for Consumer Research · doi:10.1086/707731 · Cited by 144 · see citing works
Parenting with Alexa: Exploring the Introduction of Smart Speakers on Family Dynamics
Beneteau, E., Boone, A., Wu, Y., Kientz, J. A., Yip, J., & Hiniker, A. (2020) · Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3313831.3376344 · Cited by 140 · see citing works
Choi, T. R., & Drumwright, M. E. (2021) · Telematics and Informatics · doi:10.1016/j.tele.2021.101628 · Cited by 145 · see citing works
Ortega, B. H., & Ferreira, I. (2021) · Psychology and Marketing · doi:10.1002/mar.21497 · Cited by 134 · see citing works
Hervieux, S., & Wheatley, A. (2021) · The Journal of Academic Librarianship · doi:10.1016/j.acalib.2020.102270 · Cited by 132 · see citing works
Understanding the Role of Privacy and Trust in Intelligent Personal Assistant Adoption
Liao, Y., Vitak, J., Kumar, P., Zimmer, M., & Kritikos, K. (2019) · Lecture Notes in Computer Science · doi:10.1007/978-3-030-15742-5_9 · Cited by 127 · see citing works
Jones, V. K., Hanus, M., Yan, C., Shade, M. Y., Blaskewicz Boron, J., & Maschieri Bicudo, R. (2021) · Frontiers in Public Health · doi:10.3389/fpubh.2021.750736 · Cited by 111 · see citing works
Investigating the Accessibility of Voice Assistants With Impaired Users: Mixed Methods Study
Masina, F., Orso, V., Pluchino, P., Dainese, G., Volpato, S., Nelini, C., Mapelli, D., Spagnolli, A., & Gamberini, L. (2020) · Journal of Medical Internet Research · doi:10.2196/18431 · Cited by 105 · see citing works
“Indeed, the studies investigating user experience and usability of voice assistants mainly involved able-bodied users [3,8-11], thereby neglecting a broad community of users with disabilities.”
BackgroundCarolus, A., Augustin, Y., Markus, A., & Wienrich, C. (2023) · Computers and Education: Artificial Intelligence · doi:10.1016/j.caeai.2022.100114 · Cited by 128 · see citing works
Açikgöz, F., & Perez‐Vega, R. (2021) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2021.1987677 · Cited by 110 · see citing works
Cao, D., Sun, Y., Goh, E., Wang, R., & Kuiavska, K. (2021) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2021.103124 · Cited by 104 · see citing works
Amazon vs. My Brother: How Users of Shared Smart Speakers Perceive and Cope with Privacy Risks
Huang, Y., Obada-Obieh, B., & Beznosov, K. (2020) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3313831.3376529 · Cited by 96 · see citing works
Lee, K., Lee, K. Y., & Sheehan, L. (2020) · Information Systems Frontiers · doi:10.1007/s10796-019-09975-1 · Cited by 95 · see citing works
Seymour, W., & Van Kleek, M. (2021) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3479515 · Cited by 94 · see citing works
Khan, S., Tomar, S., Fatima, M., & Khan, M. Z. (2022) · Sustainable Operations and Computers · doi:10.1016/j.susoc.2022.01.009 · Cited by 86 · see citing works
Artificial intelligence in the information ecosystem: Affordances for everyday information seeking
Hirvonen, N., Jylhä, V., Lao, Y., & Larsson, S. (2024) · Journal of the Association for Information Science and Technology · doi:10.1002/asi.24860 · Cited by 80 · see citing works
Schreibelmayr, S., & Mara, M. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.787499 · Cited by 75 · see citing works
Voice Assistants and Artificial Intelligence in Education
Terzopoulos, G., & Satratzemi, M. (2019) · Balkan Conference in Informatics · doi:10.1145/3351556.3351588 · Cited by 71 · see citing works
Abdolrahmani, A., Storer, K. M., Roy, A. R. M., Kuber, R., & Branham, S. M. (2019) · ACM Transactions on Accessible Computing · doi:10.1145/3368426 · Cited by 68 · see citing works
Nallam, P., Bhandari, S., Sanders, J., & Martin-Hammond, A. (2020) · Gerontology and Geriatric Medicine · doi:10.1177/2333721420985975 · Cited by 63 · see citing works
Artificial intelligence-based voice assistant for BIM data management
Elghaish, F., Chauhan, J. K., Matarneh, S. T., Rahimian, F. P., & Hosseini, M. R. (2022) · Automation in Construction · doi:10.1016/j.autcon.2022.104320 · Cited by 66 · see citing works
Externalized domestication: smart speaker assistants, networks and domestication theory
Brause, S. R., & Blank, G. (2020) · Information Communication & Society · doi:10.1080/1369118x.2020.1713845 · Cited by 65 · see citing works
Seymour, W., & Kleek, M. V. (2019) · doi:10.17605/osf.io/53q6j · Cited by 64 · see citing works
Jo, H. (2022) · Heliyon · doi:10.1016/j.heliyon.2022.e10662 · Cited by 71 · see citing works
Evaluation Techniques for Chatbot Usability: A Systematic Mapping Study
Ren, R., Castro, J. W., Acuña, S. T., & Lara, J. D. (2019) · International Journal of Software Engineering and Knowledge Engineering · doi:10.1142/s0218194019400163 · Cited by 63 · see citing works
Arnold, A., Kolody, S., Comeau, A., & Miguel Cruz, A. (2024) · Disability and Rehabilitation: Assistive Technology · doi:10.1080/17483107.2022.2065369 · Cited by 59 · see citing works
ElSayed, Z., Zaghloul, Z. S., Azumah, S. W., & Li, C. (2021) · IEEE International Midwest Symposium on Circuits and Systems (MWSCAS) · doi:10.1109/mwscas47672.2021.9531683 · Cited by 50 · see citing works
Sánchez‐Franco, M. J., Arenas‐Márquez, F. J., & Santos, M. A. D. (2021) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2021.102658 · Cited by 46 · see citing works
VERSE: Bridging Screen Readers and Voice Assistants for Enhanced Eyes-Free Web Search
Vtyurina, A., Fourney, A., Morris, M. R., Findlater, L., & White, R. W. (2019) · Proceedings of the 21st International ACM SIGACCESS Conference on Computers and Accessibility · doi:10.1145/3308561.3353773 · Cited by 42 · see citing works
Metaphors in Voice User Interfaces: A Slippery Fish
Desai, S., & Twidale, M. (2023) · ACM Transactions on Computer-Human Interaction · doi:10.1145/3609326 · Cited by 42 · see citing works
Beneteau, E., Guan, Y., Richards, O. K., Zhang, M. R., Kientz, J. A., Yip, J. C., & Hiniker, A. (2020) · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · doi:10.1145/3380993 · Cited by 39 · see citing works
Augmented Reality for Future Mobility: Insights from a Literature Review and HCI Workshop
Riegler, A., Riener, A., & Holzmann, C. (2021) · i-com · doi:10.1515/icom-2021-0029 · Cited by 40 · see citing works
He, T., Jazizadeh, F., & Arpan, L. M. (2021) · Building Research & Information · doi:10.1080/09613218.2021.2012119 · Cited by 41 · see citing works
Nammous, M. K., Saeed, K., & Kobojek, P. (2020) · Journal of King Saud University - Computer and Information Sciences · doi:10.1016/j.jksuci.2020.03.011 · Cited by 38 · see citing works
Cooking With Agents: Designing Context-aware Voice Interaction
Jaber, R. N., Zhong, S., Kuoppamäki, S., Hosseini, A., Gessinger, I., Brumby, D., Cowan, B. R., & Mcmillan, D. (2024) · International Conference on Human Factors in Computing Systems · doi:10.1145/3613904.3642183 · Cited by 48 · see citing works
Schlomann, A., Wahl, H.-W., Zentel, P., Heyl, V., Knapp, L., Opfermann, C., Krämer, T., & Rietz, C. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.684012 · Cited by 36 · see citing works
Pridmore, J., Zimmer, M. T., Jessica Vitak, B., Mols, A., Trottier, D., Kumar, P. C., & Liao, Y. (2019) · Surveillance & Society · doi:10.24908/ss.v17i1/2.12936 · Cited by 36 · see citing works
Speech Emotion Recognition using Supervised Deep Recurrent System for Mental Health Monitoring
Elsayed, N., ElSayed, Z., Asadizanjani, N., Özer, M., Abdelgawad, A., & Bayoumi, M. (2022) · IEEE World Forum on Internet of Things (WF-IoT) · doi:10.1109/wf-iot54382.2022.10152117 · Cited by 34 · see citing works
Relational cohesion between users and smart voice assistants
Ortega, B. H., Manzano, J. A., & Ferreira, I. (2021) · Journal of Services Marketing · doi:10.1108/jsm-07-2020-0286 · Cited by 35 · see citing works
Rincón, C., Keyes, O., & Cath, C. (2021) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3449206 · Cited by 33 · see citing works
The Use of Smart Speakers in Care Home Residents: Implementation Study
Edwards, K. J., Jones, R. B., Shenton, D., Page, T., Maramba, I., Warren, A., Fraser, F., Križaj, T., Coombe, T., Cowls, H., et al. (2021) · Journal of Medical Internet Research · doi:10.2196/26767 · Cited by 32 · see citing works
Report on the future conversations workshop at CHIIR 2021
Spina, D., Trippas, J. R., Thomas, P., Joho, H., Byström, K., Clark, L., Craswell, N., Czerwinski, M. P., Elsweiler, D., Frummet, A., et al. (2021) · ACM SIGIR Forum · doi:10.1145/3476415.3476421 · Cited by 31 · see citing works
Self-citationUsability of Chatbots: A Systematic Mapping Study
Ren, R., Castro, J. W., Acuña, S. T., & Lara, J. D. (2019) · Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering · doi:10.18293/seke2019-029 · Cited by 31 · see citing works
Artificial intelligence assistants and risk: framing a connectivity risk narrative
Cunneen, M., Mullins, M., & Murphy, F. (2019) · AI & Society · doi:10.1007/s00146-019-00916-9 · Cited by 31 · see citing works
Wardle, C., Urbani, S., & Wang, E. (2025) · Journal of Medical Internet Research · doi:10.2196/79961 · Cited by 43 · see citing works
Pias, S. B. H., Huang, R., Williamson, D. S., Kim, M., & Kapadia, A. C. (2024) · ACM Conference on Conversational User Interfaces (CUI) · doi:10.1145/3640794.3665545 · Cited by 30 · see citing works
Finding a New Voice: Transitioning Designers from GUI to VUI Design
Murad, C., Munteanu, C., Cowan, B. R., & Clark, L. (2021) · ACM Conference on Conversational User Interfaces (CUI) · doi:10.1145/3469595.3469617 · Cited by 30 · see citing works
Abedi, M., Alshybani, I., Shahadat, M., & Murillo, M. S. (2023) · Qeios · doi:10.32388/md04b0 · Cited by 41 · see citing works
Differences in Interactions with a Conversational Agent
Oh, Y. H., Chung, K., & Ju, D. Y. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17093189 · Cited by 30 · see citing works
Bräuer, P., & Mazarakis, A. (2022) · Computers in Human Behavior · doi:10.1016/j.chb.2022.107362 · Cited by 27 · see citing works
Cardillo, E., Li, C., & Caddemi, A. (2021) · Review of Scientific Instruments · doi:10.1063/5.0044673 · Cited by 28 · see citing works
ParaGlassMenu: Towards Social-Friendly Subtle Interactions in Conversations
Cai, R., Janaka, N. N. P. K., Zhao, S., & Sun, M. (2023) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3544548.3581065 · Cited by 28 · see citing works
User recommendations for intelligent personal assistants
Lopatovska, I., Griffin, A. L., Gallagher, K., Ballingall, C., Rock, C., & Velazquez, M. (2019) · Journal of Librarianship and Information Science · doi:10.1177/0961000619841107 · Cited by 28 · see citing works
Self-citationA theoretical framework for human-centered intelligent information services: A systematic review
Li, Q., Li, Y., Zhang, S., Zhou, X., & Pan, Z. (2024) · Information Processing & Management · doi:10.1016/j.ipm.2024.103891 · Cited by 26 · see citing works
Self-citationPham, V. K., Thi, T. P. P., & Duong, N. T. (2024) · SAGE Open · doi:10.1177/21582440241300007 · Cited by 31 · see citing works
Abdolrahmani, A., Gupta, M. H., Vader, M.-L., Kuber, R., & Branham, S. (2021) · International Conference on Human Factors in Computing Systems · doi:10.1145/3411764.3445638 · Cited by 28 · see citing works
Vtyurina, A. (2019) · Conference on Human Information Interaction and Retrieval · doi:10.1145/3295750.3298976 · Cited by 25 · see citing works
Emotional responses to human values in technology: The case of conversational agents
Görnemann, E., & Spiekermann, S. (2022) · Human-Computer Interaction · doi:10.1080/07370024.2022.2136094 · Cited by 26 · see citing works
A Systematic Review of Augmented Reality Applications for Automated Driving: 2009–2020
Riegler, A., Riener, A., & Holzmann, C. (2019) · PRESENCE Virtual and Augmented Reality · doi:10.1162/pres_a_00343 · Cited by 25 · see citing works
Multi-Agent Voice Assistants: An Investigation of User Experience
Zargham, N., Bonfert, M., Porzel, R., Döring, T., & Malaka, R. (2021) · International Conference on Mobile and Ubiquitous Multimedia (MUM) · doi:10.1145/3490632.3490662 · Cited by 25 · see citing works
"Hi! I am the Crowd Tasker" Crowdsourcing through Digital Voice Assistants
Hettiachchi, D., Sarsenbayeva, Z., Allison, F., van Berkel, N., Dingler, T., Marini, G., Kostakos, V., & Gonçalves, J. (2020) · International Conference on Human Factors in Computing Systems · doi:10.1145/3313831.3376320 · Cited by 23 · see citing works
Yu, X., Xu, Z., Song, Y., & Liu, X. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.1036848 · Cited by 25 · see citing works
Soubutts, E., Ayobi, A., Eardley, R., McNaney, R., Cater, K., & O'Kane, A. A. (2022) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3555193 · Cited by 23 · see citing works
Live Event Detection for People’s Safety Using NLP and Deep Learning
Sen, A., Rajakumaran, G., Mahdal, M., Usharani, S., Vezhavendhan, R., Vincent, R., & Sugavanan, K. (2024) · IEEE Access · doi:10.1109/access.2023.3349097 · Cited by 22 · see citing works
Rea, D. J., Seo, S. H., & Young, J. E. (2020) · Current Robotics Reports · doi:10.1007/s43154-020-00020-7 · Cited by 22 · see citing works
Errors, Biases and Overconfidence in Artificial Emotional Modeling
Franzoni, V., Vallverdú, J., & Milani, A. (2019) · IEEE/WIC/ACM International Conference on Web Intelligence · doi:10.1145/3358695.3361749 · Cited by 21 · see citing works
A systematic review of global research on natural user interface for smart home system
Liao, L., Liang, Y., Li, H., Ye, Y., & Wu, G. (2023) · International Journal of Industrial Ergonomics · doi:10.1016/j.ergon.2023.103445 · Cited by 21 · see citing works
How Virtual Personal Assistants Influence Children’s Communication
Bylieva, D. S., Bekiroğulları, Z., Lobatyuk, V. V., & Nam, T. (2021) · Lecture notes in networks and systems · doi:10.1007/978-3-030-65857-1_12 · Cited by 21 · see citing works
“I Didn’t Catch That, But I’ll Try My Best”: Anticipatory Error Handling in a Voice Controlled Game
Zargham, N., Pfau, J., Schnackenberg, T., & Malaka, R. (2022) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3491102.3502115 · Cited by 20 · see citing works
Xia, Y.-Q., Liu, Z.-J., Wang, S.-Q., Huang, C.-X., & Zhao, W.-Q. (2024) · Journal of the Knowledge Economy · doi:10.1007/s13132-024-02153-y · Cited by 21 · see citing works
RetractedAccelerating DNNs from local to virtualized FPGA in the Cloud: A survey of trends
Wu, C., Fresse, V., Suffran, B., & Konik, H. (2021) · Journal of Systems Architecture · doi:10.1016/j.sysarc.2021.102257 · Cited by 20 · see citing works
Protecting Sensitive Data in the Information Age: State of the Art and Future Prospects
Stach, C., Gritti, C., Bräcker, J., Behringer, M. H., & Mitschang, B. (2022) · Future Internet · doi:10.3390/fi14110302 · Cited by 20 · see citing works
Tran, N., DeVries, P. S., Seita, M., Kushalnagar, R., Glasser, A., & Vogler, C. (2024) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3613904.3642094 · Cited by 20 · see citing works
Learning and Executing Re-Usable Behaviour Trees From Natural Language Instruction
Suddrey, G., Talbot, B., & Maire, F. (2022) · IEEE Robotics and Automation Letters · doi:10.1109/lra.2022.3194681 · Cited by 20 · see citing works
Abedi, M., Alshybani, I., Shahadat, M., & Murillo, M. S. (2023) · Qeios · doi:10.32388/md04b0.2 · Cited by 20 · see citing works
“Alexa, what is going on with the impeachment?” Evaluating smart speakers for news quality
Dambanemuya, H. K., & Diakopoulos, N. A. (2020) · Computation + Journalism Symposium · Cited by 19 · see citing works
Lin, G. C., Schoenfeld, I., Thompson, M., Xia, Y., Uz-Bilgin, C., & Leech, K. A. (2022) · ACM International Conference on Interaction Design and Children (IDC) · doi:10.1145/3501712.3529734 · Cited by 19 · see citing works
Let’s Talk Games: An Expert Exploration of Speech Interaction with NPCs
Zargham, N., Friehs, M. A., Tonini, L., Alexandrovsky, D., Ruthven, E. G., Nacke, L. E., & Malaka, R. (2024) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2024.2338666 · Cited by 19 · see citing works
Computational Argumentation-based Chatbots: A Survey
Castagna, F., Kökciyan, N., Sassoon, I. K., Parsons, S., & Sklar, E. I. (2024) · Journal of Artificial Intelligence Research · doi:10.1613/jair.1.15407 · Cited by 24 · see citing works
Virtual Assistants: A Review of the Next Frontier in AI Interaction
Todericiu, I. A. (2025) · Acta Universitatis Sapientiae Informatica · doi:10.1007/s44427-025-00002-7 · Cited by 18 · see citing works
Auditing the Information Quality of News-Related Queries on the Alexa Voice Assistant
Dambanemuya, H. K., & Diakopoulos, N. A. (2021) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3449157 · Cited by 20 · see citing works
Legal Obligation and Ethical Best Practice: Towards Meaningful Verbal Consent for Voice Assistants
Seymour, W., Coté, M., & Such, J. M. (2023) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3544548.3580967 · Cited by 18 · see citing works
Villegas-Ch, W. E., Amores-Falconi, R., & Coronel-Silva, E. (2023) · Big Data and Cognitive Computing · doi:10.3390/bdcc7020096 · Cited by 18 · see citing works
Glasser, A., Mande, V., & Huenerfauth, M. (2021) · International Web for All Conference (W4A) · doi:10.1145/3430263.3452428 · Cited by 18 · see citing works
Bin, K. J., Melo, A. A. R., da Rocha, J. G. M. F., de Almeida, R. P., Cobello, V., Maia, F. L., de Faria, E., Pereira, A. J. R., Battistella, L. R., & Ono, S. K. (2021) · JMIR Formative Research · doi:10.2196/29012 · Cited by 18 · see citing works
Sabir, A., Lafontaine, E., & Das, A. (2022) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3491102.3517510 · Cited by 17 · see citing works
Mascheroni, G. (2024) · Human-Machine Communication · doi:10.30658/hmc.7.3 · Cited by 17 · see citing works
Ren, R., Castro, J. W., Santos, A., Pérez-Soler, S., Acuña, S. T., & Lara, J. D. (2020) · International Conference on Evaluation and Assessment in Software Engineering (EASE) · doi:10.1145/3383219.3383246 · Cited by 17 · see citing works
Zhou, J., Porat, T., & Zalk, N. V. (2024) · Human Behavior and Emerging Technologies · doi:10.1155/2024/8864909 · Cited by 16 · see citing works
Mckie, I. A. S., Narayan, B., & Kocaballi, A. B. (2022) · Journal of the Australian Library and Information Association · doi:10.1080/24750158.2022.2104738 · Cited by 16 · see citing works
Minder, B., Wolf, P., Baldauf, M., & Verma, S. (2023) · Humanities and Social Sciences Communications · doi:10.1057/s41599-023-01615-z · Cited by 18 · see citing works
Finans Sektöründe Metaverse Teknolojisinin Bugünü ve Geleceği
Er, H., & Yücel, R. (2023) · Özgür Yayınları eBooks · doi:10.58830/ozgur.pub245.c1068 · Cited by 16 · see citing works
Practical Challenges of Virtual Assistants and Voice Interfaces in Industrial Applications
Gärtler, M., & Schmidt, B. (2021) · Hawaii International Conference on System Sciences (HICSS) · doi:10.24251/hicss.2021.494 · Cited by 16 · see citing works
- Authors
- Lopatovska, I., Rink, K., Knight, I., Raines, K., Cosenza, K., Williams, H., Sorsche, P., Hirsch, D., Li, Q., & Martinez, A.
- Affiliations
- Pratt Institute (US)
- Corresponding author
- Lopatovska, Irene
- Venue
- Journal of Librarianship and Information Science
- Publisher
- SAGE Publications
- Published
- 2018-03-07
- Volume
- 51
- Issue
- 4
- Pages
- 984-997
- ISSN
- 0022-2232 (ISSN-L)
- 0961-0006
- 1741-6477
- OpenAlex
- W2794297522
- Cited by
- 298
- References
- 29
- Citations by year
- 2026: 23 · 2025: 20 · 2024: 36 · 2023: 50 · 2022: 44 · 2021: 59 · 2020: 34 · 2019: 26 · 2018: 6
- FWCI
- 17.49
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Librarianship and Information Science (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Artificial Intelligence › AI in Service Interactions
- Physical Sciences › Computer Science › Artificial Intelligence › Speech and dialogue systems
- Physical Sciences › Computer Science › Human-Computer Interaction › Usability and User Interface Design
- Keywords
- Amazon Alexa, voice assistants, user interaction, task type, user satisfaction, weather forecasting, music playback, Siri, usage patterns, age differences, information retrieval systems
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review