Proceedings of the 25th International Conference on Intelligent User Interfaces Companion最新文献_第6页

Training a Chatbot with Microsoft LUIS: Effect of Intent Imbalance on Prediction Accuracy 用Microsoft LUIS训练聊天机器人:意图不平衡对预测精度的影响

Proceedings of the 25th International Conference on Intelligent User Interfaces Companion Pub Date : 2020-03-13 DOI: 10.1145/3379336.3381494

Elayne Ruane, Robert Young, Anthony Ventresque

引用次数: 4

ExSS-ATEC: Explainable Smart Systems for Algorithmic Transparency in Emerging Technologies 2020 ExSS-ATEC:新兴技术中算法透明度的可解释智能系统2020

Proceedings of the 25th International Conference on Intelligent User Interfaces Companion Pub Date : 2020-03-13 DOI: 10.1145/3379336.3379361

Alison Smith-Renner, S. Kleanthous, Brian Y. Lim, T. Kuflik, S. Stumpf, Jahna Otterbacher, Advait Sarkar, Casey Dugan, Avital Shulner Tal

{"title":"ExSS-ATEC: Explainable Smart Systems for Algorithmic Transparency in Emerging Technologies 2020","authors":"Alison Smith-Renner, S. Kleanthous, Brian Y. Lim, T. Kuflik, S. Stumpf, Jahna Otterbacher, Advait Sarkar, Casey Dugan, Avital Shulner Tal","doi":"10.1145/3379336.3379361","DOIUrl":"https://doi.org/10.1145/3379336.3379361","url":null,"abstract":"Smart systems that apply complex reasoning to make decisions and plan behavior, such as decision support systems and personalized recommendations, are difficult for users to understand. Algorithms allow the exploitation of rich and varied data sources, in order to support human decision-making and/or taking direct actions; however, there are increasing concerns surrounding their transparency and accountability, as these processes are typically opaque to the user. Transparency and accountability have attracted increasing interest to provide more effective system training, better reliability and improved usability. This workshop will provide a venue for exploring issues that arise in designing, developing and evaluating intelligent user interfaces that provide system transparency or explanations of their behavior. In addition, our goal is to focus on approaches to mitigate algorithmic biases that can be applied by researchers, even without access to a given system's inter-workings, such as awareness, data provenance, and validation.","PeriodicalId":335081,"journal":{"name":"Proceedings of the 25th International Conference on Intelligent User Interfaces Companion","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114398102","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

User Experience Evaluation through Automatic A/B Testing 通过自动A/B测试进行用户体验评估

Proceedings of the 25th International Conference on Intelligent User Interfaces Companion Pub Date : 2020-03-13 DOI: 10.1145/3379336.3381514

Juan Cruz Gardey, A. Garrido

引用次数: 7

CUI

Proceedings of the 25th International Conference on Intelligent User Interfaces Companion Pub Date : 2020-03-13 DOI: 10.1145/3379336.3379358

Cosmin Munteanu, L. Clark, Benjamin Cowan, Stephan Schlögl, M. I. Torres, Justin Edwards, Christine Murad, M. Aylett, Martin Porcheron, Heloisa Candello, Philip R. Doyle, Jaisie Sin

{"title":"CUI","authors":"Cosmin Munteanu, L. Clark, Benjamin Cowan, Stephan Schlögl, M. I. Torres, Justin Edwards, Christine Murad, M. Aylett, Martin Porcheron, Heloisa Candello, Philip R. Doyle, Jaisie Sin","doi":"10.1145/3379336.3379358","DOIUrl":"https://doi.org/10.1145/3379336.3379358","url":null,"abstract":"The use of speech as an interaction modality has grown considerably through the integration of Intelligent Personal Assistants (IPAs- e.g. Siri, Google Assistant) into smartphones and voice based devices (e.g. Amazon Echo). Such engineering advances in speech processing present a unique opportunity for enabling users to interact with interface in a truly conversational way. However, we have yet to see current voice-enable interface fully becoming Conversational User Interfaces (CUIs) as afforded by the underlying speech and natural language capabilities. For example, from a conversational / dialogue perspective, there remain significant gaps in using theoretical frameworks to understand user behaviours and choices and how they may applied to specific speech interface interactions. On a design and Human-Computer Interaction level, we don't yet have the proper tools such as validated design guidelines to help us improve the usability of such interfaces. On the speech processing side, variability in speech, language, and conversation still pose problem, and error-recovery strategies often lead to degraded user experience. From a critical perspective, issues of ethics and privacy remain yet to be addressed.","PeriodicalId":335081,"journal":{"name":"Proceedings of the 25th International Conference on Intelligent User Interfaces Companion","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126078179","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: 7

FRISP FRISP

Proceedings of the 25th International Conference on Intelligent User Interfaces Companion Pub Date : 2020-03-13 DOI: 10.1145/3379336.3381458

Junghyun Byun, Hyocheol Ro, T. Han

引用次数: 1

Am I Asking It Properly?: Designing and Evaluating Interview Chatbots to Improve Elicitation in an Ethical Way 我问得合适吗?:设计和评估面试聊天机器人，以道德的方式提高启发式

Proceedings of the 25th International Conference on Intelligent User Interfaces Companion Pub Date : 2020-03-13 DOI: 10.1145/3379336.3381509

Xu Han

引用次数: 2

AutoAI

Proceedings of the 25th International Conference on Intelligent User Interfaces Companion Pub Date : 2020-03-13 DOI: 10.1145/3379336.3381474

Dakuo Wang, P. Ram, D. Weidele, Sijia Liu, Michael J. Muller, Justin D. Weisz, Abel N. Valente, Arunima Chaudhary, Dustin Torres, H. Samulowitz, Lisa Amini

{"title":"AutoAI","authors":"Dakuo Wang, P. Ram, D. Weidele, Sijia Liu, Michael J. Muller, Justin D. Weisz, Abel N. Valente, Arunima Chaudhary, Dustin Torres, H. Samulowitz, Lisa Amini","doi":"10.1145/3379336.3381474","DOIUrl":"https://doi.org/10.1145/3379336.3381474","url":null,"abstract":"Automated Artificial Intelligence and Machine Learning (AutoAI / AutoML) can now automate every step of the end-to-end AI Lifecycle, from data cleaning, to algorithm selection, and to model deployment and monitoring in the machine learning workflow. AutoAI technologies, initially aimed to save data scientists from the low level coding tasks, also has great potential to serve non-technical users such as domain experts and business users to build and deploy machine learning models. Researchers coined it as \"democratizing AI\", where non-technical users are empowered by AutoAI technologies to create and adopt AI models. To realize such promise, AutoAI needs to translate and incorporate the real-world business logic and requirements into the automation. In this Demo, we present a first of its kinds experimental system, IBM AutoAI Playground, that enables non-technical users to define and customize their business goals (e.g., Prediction Time) as constraints. AutoAI then builds models to satisfy those constraints while optimizing for the model performance (e.g., ROC AUC score). This Demo also showcases AutoAIViz, a Conditional Parallel Coordinates visualization feature, and a TrustedAI feature from two accepted IUI'20 papers.","PeriodicalId":335081,"journal":{"name":"Proceedings of the 25th International Conference on Intelligent User Interfaces Companion","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126946853","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: 27

Bayesian Methods in Interaction Design (Tutorial) 交互设计中的贝叶斯方法(教程)

Proceedings of the 25th International Conference on Intelligent User Interfaces Companion Pub Date : 2020-03-13 DOI: 10.1145/3379336.3379354

John Williamson, Antti Oulasvirta, P. Kristensson

引用次数: 0

Demonstration of Finger Tracking Using Capacitive Sensing with a Ring 带环电容式感应的手指追踪演示

Proceedings of the 25th International Conference on Intelligent User Interfaces Companion Pub Date : 2020-03-13 DOI: 10.1145/3379336.3381475

Mathias Wilhelm, Jan-Peter Lechler, Daniel G. Krakowczyk, S. Albayrak

引用次数: 0

Optimal Arrangement of Surveillance Cameras Using Space Division and a Genetic Algorithm 基于空间分割和遗传算法的监控摄像机优化配置

Proceedings of the 25th International Conference on Intelligent User Interfaces Companion Pub Date : 2020-03-13 DOI: 10.1145/3379336.3381488

Yuya Komabashiri, T. Mashita, P. Ratsamee, Yuuki Uranishi, M. Koike, Kiyoyasu Maruyama

引用次数: 2