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Recent advancements in HCI and AI research attempt to support user experience (UX) practitioners with AI-enabled tools.
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ActionBert: Leveraging User Actions for Semantic Understanding of User Interfaces
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Webzeitgeist: design mining the web. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI ’13) . Association for Computing Machinery, New York, NY, USA, 3083–3092
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GUIEvaluator: A Metric-tool for Evaluating the Complexity of Graphical User Interfaces.. In SEKE . 13–18
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How Do Users Like This Feature? A Fine Grained Sentiment Analysis of App Reviews. In 2014 IEEE 22nd International Requirements Engineering Conference (RE) . IEEE, Karlskrona, Sweden, 153–162
Emitza Guzman and Walid Maalej. 2014 · 2014
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Mining until it hurts: automatic extraction of usability issues from online reviews compared to traditional usability evaluation. In Proceedings of the 8th Nordic Conference on Human-Computer Interaction: Fun, Fast, Foundational (NordiCHI ’14) . Association for Computing Machinery, New York, NY, USA, 157–166
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Guidelines for snowballing in systematic literature studies and a replication in software engineering. In Proceedings of the 18th International Conference on Evaluation and Assessment in Software Engineering . ACM, London England United Kingdom, 1–10
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InspirationWall: Supporting Idea Generation Through Automatic Information Exploration. In Proceedings of the 2015 ACM SIGCHI Conference on Creativity and Cognition . ACM, Glasgow United Kingdom, 103–106
Salvatore Andolina, Khalil Klouche, Diogo Cabral, Tuukka Ruotsalo, and Giulio Jacucci. 2015 · 2015
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Automated Usability Tests for Mobile Devices through Live Emotions Logging. In Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct (MobileHCI ’15) . Association for Computing Machinery, New York, NY, USA, 636–643
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Computation of Interface Aesthetics. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (CHI ’15) . Association for Computing Machinery, New York, NY, USA, 1163–1172
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UI-CAT: Calculating user interface complexity metrics for mobile applications. In Proceedings of the 14th International Conference on Mobile and Ubiquitous Multimedia . 390–394
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Predicting Eye Fixations on Webpage With an Ensemble of Early Features and High-Level Representations from Deep Network
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TurkerGaze: Crowdsourcing Saliency with Webcam based Eye Tracking
Pingmei Xu, Krista A. Ehinger, Yinda Zhang, Adam Finkelstein, Sanjeev R. Kulkarni, and Jianxiong Xiao. 2015 · 2015
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Towards Automatic Persona Generation Using Social Media. In 2016 IEEE 4th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW) . IEEE, Vienna, Austria, 206–211
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Mingming Cheng. 2016 · 2016
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The Ins and Outs of HCI for Development. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI ’16) . Association for Computing Machinery, New York, NY, USA, 2220–2232
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Atomic Design
Brad Frost. 2016 · 2016
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UX Heatmaps: Mapping User Experience on Visual Interfaces. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems . ACM, San Jose California USA, 4850–4860
Vanessa Georges, François Courtemanche, Sylvain Senecal, Thierry Baccino, Marc Fredette, and Pierre-Majorique Leger. 2016 · 2016
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"It’s More of a Mindset Than a Method": UX Practitioners’ Conception of Design Methods. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI ’16) . Association for Computing Machinery, New York, NY, USA, 4044–4055
Colin M. Gray. 2016 · 2016
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Webpage saliency prediction with multi-features fusion. In 2016 IEEE International Conference on Image Processing (ICIP) . 674–678
Jian Li, Li Su, Bo Wu, Junbiao Pang, Chunfeng Wang, Zhe Wu, and Qingming Huang. 2016 · 2016
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On the automatic classification of app reviews
Walid Maalej, Zijad Kurtanović, Hadeer Nabil, and Christoph Stanik. 2016 · 2016
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Jacob O. Wobbrock and Julie A. Kientz. 2016 · 2016
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Spatio-Temporal Modeling and Prediction of Visual Attention in Graphical User Interfaces. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI ’16) . Association for Computing Machinery, New York, NY, USA, 3299–3310
Pingmei Xu, Yusuke Sugano, and Andreas Bulling. 2016 · 2016
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Data-driven Personas: Constructing Archetypal Users with Clickstreams and User Telemetry. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems . ACM, San Jose California USA, 5350–5359
Xiang Zhang, Hans-Frederick Brown, and Anil Shankar. 2016 · 2016
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pix2code: Generating Code from a Graphical User Interface Screenshot
Tony Beltramelli. 2017 · 2017
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Zoya Bylinskii, Nam Wook Kim, Peter O’Donovan, Sami Alsheikh, Spandan Madan, Hanspeter Pfister, Fredo Durand, Bryan Russell, and Aaron Hertzmann. 2017 · 2017
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UI X-Ray: Interactive Mobile UI Testing Based on Computer Vision. In Proceedings of the 22nd International Conference on Intelligent User Interfaces (IUI ’17) . Association for Computing Machinery, New York, NY, USA, 245–255
Chun-Fu (Richard) Chen, Marco Pistoia, Conglei Shi, Paolo Girolami, Joseph W. Ligman, and Yong Wang. 2017 · 2017
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Translational Resources: Reducing the Gap Between Academic Research and HCI Practice. In Proceedings of the 2017 Conference on Designing Interactive Systems (Edinburgh, United Kingdom) (DIS ’17) . Association for Computing Machinery, New York, NY, USA, 957–968
Lucas Colusso, Cynthia L. Bennett, Gary Hsieh, and Sean A. Munson. 2017 · 2017
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The Sharing Economy in Computing: A Systematic Literature Review
Tawanna R. Dillahunt, Xinyi Wang, Earnest Wheeler, Hao Fei Cheng, Brent Hecht, and Haiyi Zhu. 2017 · 2017
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Aeonium: Visual analytics to support collaborative qualitative coding. In 2017 IEEE Pacific Visualization Symposium (PacificVis) . IEEE, Seoul, South Korea, 220–229
Margaret Drouhard, Nan-Chen Chen, Jina Suh, Rafal Kocielnik, Vanessa Pena-Araya, Keting Cen, Xiangyi Zheng, and Cecilia R. Aragon. 2017 · 2017
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Susan Farrell. 2017 · 2017
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Gasmi Ines, Soui Makram, Chouchane Mabrouka, and Abed Mourad. 2017 · 2017
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Modeling User Satisfaction from the Extraction of User Experience Elements in Online Product Reviews. In Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems . ACM, Denver Colorado USA, 1718–1725
Jincheul Jang and Mun Yong Yi. 2017 · 2017
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Automatic Generation of Personas Using YouTube Social Media Data
An Jisun, Kwak Haewoon, and Jansen Bernard J. 2017 · 2017
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Learning Sensitive Combinations of A/B Test Metrics. In Proceedings of the Tenth ACM International Conference on Web Search and Data Mining (WSDM ’17) . Association for Computing Machinery, New York, NY, USA, 651–659
Eugene Kharitonov, Alexey Drutsa, and Pavel Serdyukov. 2017 · 2017
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Critique Style Guide: Improving Crowdsourced Design Feedback with a Natural Language Model. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI ’17) . Association for Computing Machinery, New York, NY, USA, 4627–4639
Markus Krause, Tom Garncarz, JiaoJiao Song, Elizabeth M. Gerber, Brian P. Bailey, and Steven P. Dow. 2017 · 2017
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DeepFix: A Fully Convolutional Neural Network for Predicting Human Eye Fixations
Srinivas S. S. Kruthiventi, Kumar Ayush, and R. Venkatesh Babu. 2017 · 2017
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SUGILITE: Creating Multimodal Smartphone Automation by Demonstration. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems . ACM, Denver Colorado USA, 6038–6049
Toby Jia-Jun Li, Amos Azaria, and Brad A. Myers. 2017a · 2017
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Awareness Supporting Technologies used in Collaborative Systems: A Systematic Literature Review. In Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW ’17) . Association for Computing Machinery, New York, NY, USA, 808–820
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The Needfinding Machine. In Proceedings of the Companion of the 2017 ACM/IEEE International Conference on Human-Robot Interaction (HRI ’17) . Association for Computing Machinery, New York, NY, USA, 355–356
Nikolas Martelaro and Wendy Ju. 2017 · 2017
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UUX-Posts: a tool for extracting and classifying postings related to the use of a system. In Proceedings of the 8th Latin American Conference on Human-Computer Interaction . ACM, Antigua Guatemala Guatemala, 1–8
Marília Soares Mendes and Elizabeth Sucupira Furtado. 2017 · 2017
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A 100-Year View of User Experience (by Jakob Nielsen)
Jakob Nielsen. 2017 · 2017
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Deep learning for automatic usability evaluations based on images: A case study of the usability heuristics of thermostats
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P2A: a tool for converting pixels to animated mobile application user interfaces. In Proceedings of the 5th International Conference on Mobile Software Engineering and Systems (MOBILESoft ’18) . Association for Computing Machinery, New York, NY, USA, 224–235
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