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Proceedings of the 25th International Conference on Intelligent User Interfaces Companion最新文献

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Recommender systems effect on user' choice behaviour 推荐系统对用户选择行为的影响
Proceedings of the 25th International Conference on Intelligent User Interfaces Companion Pub Date : 2020-03-17 DOI: 10.1145/3379336.3381505
Naieme Hazrati
{"title":"Recommender systems effect on user' choice behaviour","authors":"Naieme Hazrati","doi":"10.1145/3379336.3381505","DOIUrl":"https://doi.org/10.1145/3379336.3381505","url":null,"abstract":"Recommender systems (RSs) research is so far focused mainly on improving recommendations' quality and precision. However, it is also important to discover the effect of RSs on users' behaviours. So far, very few researches have analysed the effect of RSs on users' behaviours. Therefore, not much knowledge about this essential topic is obtained. Hence, in this PhD researchwe focus on RSs' effect on users' behaviours. In order to investigate this effect, we propose a simulation procedure of users' choices under the influence of a RS. Then we measure metrics on users' choices that capture RSs effect. Moreover, we propose to conduct online experiments to study the effect of RSs by designing web-based platforms tracking the choices of the users in systems that offer also recommendations to the users.","PeriodicalId":335081,"journal":{"name":"Proceedings of the 25th International Conference on Intelligent User Interfaces Companion","volume":"130 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115145809","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Are we friends or enemies?: Let's ask thy neighbour! 我们是朋友还是敌人?我们去问问你的邻居吧!
Proceedings of the 25th International Conference on Intelligent User Interfaces Companion Pub Date : 2020-03-17 DOI: 10.1145/3379336.3381480
Roshni Chakraborty, Nilotpal Chakraborty
{"title":"Are we friends or enemies?: Let's ask thy neighbour!","authors":"Roshni Chakraborty, Nilotpal Chakraborty","doi":"10.1145/3379336.3381480","DOIUrl":"https://doi.org/10.1145/3379336.3381480","url":null,"abstract":"With the richness of interactions among users emerging through different social media applications, drawing conclusive evidence about the sign of these relations (positive and negative) is receiving significant attention. In this paper, we propose an adaptive link prediction system which tactfully ensembles both local and nonlocal attributes of an edge to predict it's sign while considering the high variance of the network and handling the inherent sparsity of the graph. Experimental validation on signed networks, like Slash-dot and Epinions indicate the proposed approach can ensure high significant prediction accuracy when compared with the existing research works.","PeriodicalId":335081,"journal":{"name":"Proceedings of the 25th International Conference on Intelligent User Interfaces Companion","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124847876","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
What to study next?: Visual Guidance in Knowledge Acquisition 接下来要学什么?知识获取中的视觉引导
Proceedings of the 25th International Conference on Intelligent User Interfaces Companion Pub Date : 2020-03-17 DOI: 10.1145/3379336.3381454
V. V. Ajanovski
{"title":"What to study next?: Visual Guidance in Knowledge Acquisition","authors":"V. V. Ajanovski","doi":"10.1145/3379336.3381454","DOIUrl":"https://doi.org/10.1145/3379336.3381454","url":null,"abstract":"This is a demo of a virtual academic adviser that enables student self-guidance and counters the unavailability of true academic advisers. The adviser integrates four visual tools: flexible and personalized planning of future terms and courses, body of knowledge acquisition mapping tool for easier finding of courses that are aligned to personal interests in terms of the acquired knowledge and abilities, and study program switch exploration tool to ease student mobility.","PeriodicalId":335081,"journal":{"name":"Proceedings of the 25th International Conference on Intelligent User Interfaces Companion","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114487885","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
On evaluating the effects of feedback for Sign language learning using Explainable AI 利用可解释人工智能评估反馈对手语学习的影响
Proceedings of the 25th International Conference on Intelligent User Interfaces Companion Pub Date : 2020-03-17 DOI: 10.1145/3379336.3381469
Prajwal Paudyal, Ayan Banerjee, S. Gupta
{"title":"On evaluating the effects of feedback for Sign language learning using Explainable AI","authors":"Prajwal Paudyal, Ayan Banerjee, S. Gupta","doi":"10.1145/3379336.3381469","DOIUrl":"https://doi.org/10.1145/3379336.3381469","url":null,"abstract":"Computer Aided Sign Language Learning (CASLL) is a recent and promising field of research which is made feasible by advances in Computer Vision and Sign Language Recognition. The importance of feedback for language learning has been established by many research works. In this work, we introduce SignGuru a chat-bot based AI tutor that can provide fine-grained feedback to learners of American Sign Language. SignGuru provides feedback directly relating to the fundamental concepts of ASL using a modular and explainable AI. The chatbot is designed not only as an interactive for learners to choose a curriculum and go through the interactive learning process, but also to perform retention and execution tests. The usability and utility of SignGuru has been validated by a user-study using 14 ASL signs with 26 users. We demonstrate the fully functioning application with a variety of different curriculum.","PeriodicalId":335081,"journal":{"name":"Proceedings of the 25th International Conference on Intelligent User Interfaces Companion","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129666381","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
How to Design and Evaluate Intuitive Conversational User Interfaces (USABLEBOTS) 如何设计和评估直观的会话用户界面(USABLEBOTS)
Proceedings of the 25th International Conference on Intelligent User Interfaces Companion Pub Date : 2020-03-17 DOI: 10.1145/3379336.3379357
Andreas Bleiker, Kyoko Sugisaki
{"title":"How to Design and Evaluate Intuitive Conversational User Interfaces (USABLEBOTS)","authors":"Andreas Bleiker, Kyoko Sugisaki","doi":"10.1145/3379336.3379357","DOIUrl":"https://doi.org/10.1145/3379336.3379357","url":null,"abstract":"","PeriodicalId":335081,"journal":{"name":"Proceedings of the 25th International Conference on Intelligent User Interfaces Companion","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126798384","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
DUES-Adapt: Exploring Distributed User Experience With Neural UI Adaptation DUES-Adapt:利用神经UI适应探索分布式用户体验
Proceedings of the 25th International Conference on Intelligent User Interfaces Companion Pub Date : 2020-03-17 DOI: 10.1145/3379336.3381464
Ran Ju, Xingchen Zhou, Bo Xu, Weiqing Liang, Wanyi Yang, Yuan Cao, Er-yan Zhang, Ronggen Li, Yinghao Li, Ning Ding, Li Li, Ru Zhang, D. Liu
{"title":"DUES-Adapt: Exploring Distributed User Experience With Neural UI Adaptation","authors":"Ran Ju, Xingchen Zhou, Bo Xu, Weiqing Liang, Wanyi Yang, Yuan Cao, Er-yan Zhang, Ronggen Li, Yinghao Li, Ning Ding, Li Li, Ru Zhang, D. Liu","doi":"10.1145/3379336.3381464","DOIUrl":"https://doi.org/10.1145/3379336.3381464","url":null,"abstract":"Developers spend a great deal of time to adapt UI to different devices. By learning experience from massive number of human designed UI products, the adaptation work could be finished by machines. To this end, we introduce DUES-Adapt, an AI based UI adaptation system, and showcase in this demonstration. Given an input UI, DUES-Adapt parses the basic UI elements and employs the parsing results to generate a reasonable and aesthetic layout for a target device. The two AI problems, UI parsing and layout generation, are solved using deep neural network model and trained with over 10K app instances collected from mainstream Android markets. In the demonstration, we show a number of cases covering many apps like music, maps, fitness and different target terminals such as tablet, smartwatch, TV etc.","PeriodicalId":335081,"journal":{"name":"Proceedings of the 25th International Conference on Intelligent User Interfaces Companion","volume":"127 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134103807","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Fourth HUMANIZE workshop on Transparency and Explainability in Adaptive Systems through User Modeling Grounded in Psychological Theory: Summary 第四届人性化研讨会:基于心理学理论的用户建模在自适应系统中的透明度和可解释性:总结
Proceedings of the 25th International Conference on Intelligent User Interfaces Companion Pub Date : 2020-03-17 DOI: 10.1145/3379336.3379352
Mark P. Graus, B. Ferwerda, M. Tkalcic, Panagiotis Germanakos
{"title":"Fourth HUMANIZE workshop on Transparency and Explainability in Adaptive Systems through User Modeling Grounded in Psychological Theory: Summary","authors":"Mark P. Graus, B. Ferwerda, M. Tkalcic, Panagiotis Germanakos","doi":"10.1145/3379336.3379352","DOIUrl":"https://doi.org/10.1145/3379336.3379352","url":null,"abstract":"The fourth HUMANIZE workshop1 on Transparency and Explainability in Adaptive Systems through User Modeling Grounded in Psychological Theory took place in conjunction with the 25th annual meeting of the Intelligent User Interfaces (IUI)2 community in Cagliari, Italy on March 17, 2020. The workshop provided a venue for researchers from different fields to interact by accepting contributions on the intersection of practical data mining methods and theoretical knowledge for personalization. A total of four papers was accepted for this edition of the workshop.","PeriodicalId":335081,"journal":{"name":"Proceedings of the 25th International Conference on Intelligent User Interfaces Companion","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128822349","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Intelligent monitoring applications for Industry 4.0 工业4.0的智能监控应用
Proceedings of the 25th International Conference on Intelligent User Interfaces Companion Pub Date : 2020-03-17 DOI: 10.1145/3379336.3381484
F. Benedetto, Davide Brunetti, Cristina Gena, Mirko Lai, Rosa Meo, Fabiana Vernero
{"title":"Intelligent monitoring applications for Industry 4.0","authors":"F. Benedetto, Davide Brunetti, Cristina Gena, Mirko Lai, Rosa Meo, Fabiana Vernero","doi":"10.1145/3379336.3381484","DOIUrl":"https://doi.org/10.1145/3379336.3381484","url":null,"abstract":"We present a case study regarding a factory operating in the agro-industrial sector. We show how consumption management issues can be solved through the pervasive installation of sensors on the production lines and the design of a software which helps workers and managers to access data retrieved on the shop floor.","PeriodicalId":335081,"journal":{"name":"Proceedings of the 25th International Conference on Intelligent User Interfaces Companion","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121869506","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Enhancing Travel Experience Leveraging on-line and off-line Users' Behaviour Data 利用线上和线下用户行为数据提升旅游体验
Proceedings of the 25th International Conference on Intelligent User Interfaces Companion Pub Date : 2020-03-17 DOI: 10.1145/3379336.3381466
David Massimo, F. Ricci
{"title":"Enhancing Travel Experience Leveraging on-line and off-line Users' Behaviour Data","authors":"David Massimo, F. Ricci","doi":"10.1145/3379336.3381466","DOIUrl":"https://doi.org/10.1145/3379336.3381466","url":null,"abstract":"Several tourism applications have been designed to support on-line information search and content browsing. However, often they neglect user's current visit experience, i.e., what the user already experienced off-line. In this demo we showcase a novel mobile app enhancing a traveller's visit experience by considering the visit context and the traveller's currently visited locations. The app has been designed as a tool for advancing the state of the art in decision support systems. The app can be used outside the lab, hence taking into account the true complexity of user decision making, while lab experiments tend to over-simplify that.","PeriodicalId":335081,"journal":{"name":"Proceedings of the 25th International Conference on Intelligent User Interfaces Companion","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121343239","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Generating Heatmap for Unknown Documents towards Readability Measurement 面向可读性测量的未知文档热图生成
Proceedings of the 25th International Conference on Intelligent User Interfaces Companion Pub Date : 2020-03-17 DOI: 10.1145/3379336.3381495
Jayasankar Santhosh, Shoya Ishimaru, A. Dengel
{"title":"Generating Heatmap for Unknown Documents towards Readability Measurement","authors":"Jayasankar Santhosh, Shoya Ishimaru, A. Dengel","doi":"10.1145/3379336.3381495","DOIUrl":"https://doi.org/10.1145/3379336.3381495","url":null,"abstract":"The key idea behind this paper is to generate fixation heatmap of unknown documents to visualize and determine the focus areas in a document as a first step towards the readability measurement of the document. The data samples were collected by conducting experiment with nine participants reading 15 documents and the proposed method was to predict the fixation duration of each word in the documents. A Random Forest Regression model was used to predict the fixation duration per word and we achieved a mean regression score (R2) of 0.757 for all the documents.","PeriodicalId":335081,"journal":{"name":"Proceedings of the 25th International Conference on Intelligent User Interfaces Companion","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132394872","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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