Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction最新文献

KineticCanvas: Synergetic Effort Between Art and Technology KineticCanvas:艺术与技术之间的协同努力

Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction Pub Date : 2015-12-07 DOI: 10.1145/2838739.2838794

R. Peiris, Suranga Nanayakkara, Vikum Wijesinghe, K. Minamizawa

引用次数: 1

A Non-Linear Regression Model to Predict Aesthetic Ratings of On-Screen Images 一种预测屏幕图像审美等级的非线性回归模型

Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction Pub Date : 2015-12-07 DOI: 10.1145/2838739.2838743

R. Maity, Avinash Uttav, Gourav Verma, S. Bhattacharya

{"title":"A Non-Linear Regression Model to Predict Aesthetic Ratings of On-Screen Images","authors":"R. Maity, Avinash Uttav, Gourav Verma, S. Bhattacharya","doi":"10.1145/2838739.2838743","DOIUrl":"https://doi.org/10.1145/2838739.2838743","url":null,"abstract":"It has been found that the perceived appeal (or aesthetic) of an interface plays important role in determining its usability. Predictive model of interface aesthetics can thus be useful for designer to determine and improve usability. Images being an integral part of most of the interfaces contribute significantly to the overall interface aesthetics. In this paper, we propose a computational model to predict the aesthetic quality of on-screen images. We have identified a total of twenty features, divided into two broad categories, to capture image aesthetics. In order to relate the features to aesthetics, we performed a controlled user study with eighty images and hundred participants. The images were created by us and the participants were asked to rate those on a 5-point scale as per their judgment of appeal (or beauty or aesthetics) of the images. The data were used to train and test a non-linear regression model based on a SVM classifier, as the predictor of image aesthetics, with a mean square error of 0.03. The model basically predicts the likely aesthetic rating (on a 5-point scale) for a given image, given the feature values. The proposed model along with the details of the empirical data collection and analysis are discussed in this paper.","PeriodicalId":364334,"journal":{"name":"Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123784419","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: 9

So You Think You Are a Multitasker?: A Qualitative Study to Understand Multitasking 你认为自己是一个一心多用的人?:理解多任务处理的定性研究

Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction Pub Date : 2015-12-07 DOI: 10.1145/2838739.2838800

Minal Jain, Sarita Seshagiri, Aditya Ponnada

引用次数: 0

Digital Pop-Up: Investigating Bespoke Community Engagement in Public Spaces 数字弹出式:调查公共空间中定制的社区参与

Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction Pub Date : 2015-12-07 DOI: 10.1145/2838739.2838759

Joel Fredericks, M. Tomitsch, L. Hespanhol, Ian McArthur

引用次数: 32

Visual Distractions Effects on Reading in Digital Environments: A Comparison of First and Second English Language Readers 数字环境下视觉干扰对阅读的影响:一、二语读者的比较

Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction Pub Date : 2015-12-07 DOI: 10.1145/2838739.2838762

Leana Copeland, Tom Gedeon

引用次数: 4

Designing Real Time Assistive Technologies: A Study of Children with ADHD 设计实时辅助技术:ADHD儿童的研究

Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction Pub Date : 2015-12-07 DOI: 10.1145/2838739.2838815

Tobias Sonne, C. Obel, Kaj Grønbæk

引用次数: 31

From Users to Citizens: Some Thoughts on Designing for Polity and Civics 从用户到公民:关于政治与公民设计的几点思考

Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction Pub Date : 2015-12-07 DOI: 10.1145/2838739.2838769

M. Foth, M. Tomitsch, C. Satchell, M. Haeusler

{"title":"From Users to Citizens: Some Thoughts on Designing for Polity and Civics","authors":"M. Foth, M. Tomitsch, C. Satchell, M. Haeusler","doi":"10.1145/2838739.2838769","DOIUrl":"https://doi.org/10.1145/2838739.2838769","url":null,"abstract":"This paper presents an essay aimed at prompting broad discussion crucial in keeping the interaction design discourse fresh, critical, and in motion. We trace the changing role of people who have advanced from consumers to producers, from stationary office workers to mobile urban nomads, from passive members of the plebs to active instigators of change. Yet, interaction designers often still refer to them only as 'users.' We follow some of the historic developments from the information superhighway to the smart city in order to provide the backdrop in front of which we critically analyse three core areas. First, the issue of echo chambers and filter bubbles in social media results in a political polarisation that jeopardises the formation of a functioning public sphere. Second, pretty lights and colourful façades in media architecture are increasingly making way for situated installations and interventions fostering community engagement. And third, civic activism is often reduced to forms of slacktivism. We synthesise our discussion to propose 'citizen-ability' as an alternative goal for interaction designers to aspire to in order to create new polities and civics for a better quality of life.","PeriodicalId":364334,"journal":{"name":"Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129107834","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: 62

Differentiated Participation in Social Videogaming 社交电子游戏的差异化参与

Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction Pub Date : 2015-12-07 DOI: 10.1145/2838739.2838777

J. Downs, F. Vetere, Wally Smith

引用次数: 13

Bi-Cultural Content Publication on a Digital Noticeboard: a Design and Cultural Differences Case Study 数字公告板上的双文化内容出版:设计与文化差异案例研究

Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction Pub Date : 2015-12-07 DOI: 10.1145/2838739.2838813

A. Soro, M. Brereton, A. Hong, P. Roe

引用次数: 14

Investigating User Confidence for Uncertainty Presentation in Predictive Decision Making 研究预测决策中不确定性表示的用户信心

Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction Pub Date : 2015-12-07 DOI: 10.1145/2838739.2838753

Syed Arshad, Jianlong Zhou, Constant Bridon, Fang Chen, Yang Wang

{"title":"Investigating User Confidence for Uncertainty Presentation in Predictive Decision Making","authors":"Syed Arshad, Jianlong Zhou, Constant Bridon, Fang Chen, Yang Wang","doi":"10.1145/2838739.2838753","DOIUrl":"https://doi.org/10.1145/2838739.2838753","url":null,"abstract":"Machine Learning (ML) based decision support systems are often like a black box to non-expert users. Here user's confidence becomes critical for effective decision making and maintaining trust in the system. We find that user confidence varies significantly depending on supplementary material presented on screen. We investigate change in user confidence (in the context of ML based decision making) by varying level of uncertainty presented (in an online water-pipe failure prediction case study) and find that all 26 subjects rated higher uncertainty task to be most difficult and had lowest user confidence in predictive decisions of the same. This agrees with our expectation that increased uncertainty would reduce user confidence in predictive decision making. However, ML-researchers subgroup reported being most confident when uncertainty with known probability was presented, whereas other subgroups (viz. general staff and non-ML researchers) appeared most confident when uncertainty was not at all presented. This is an original research to improve understanding of user's decision making confidence with respect to uncertainty presented in machine learning context.","PeriodicalId":364334,"journal":{"name":"Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116138233","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: 24