发布求助
文献互助 智能选刊 最新文献

Foundations and Trends in Human-Computer Interaction最新文献

筛选
英文 中文
The Roles and Modes of Human Interactions with Automated Machine Learning Systems: A Critical Review and Perspectives 人类与自动机器学习系统互动的角色和模式:一个批判性的回顾和观点
Foundations and Trends in Human-Computer Interaction Pub Date : 2023-01-01 DOI: 10.1561/1100000091
Thanh Tung Khuat, David Jacob Kedziora, Bogdan Gabrys
{"title":"The Roles and Modes of Human Interactions with Automated Machine Learning Systems: A Critical Review and Perspectives","authors":"Thanh Tung Khuat, David Jacob Kedziora, Bogdan Gabrys","doi":"10.1561/1100000091","DOIUrl":"https://doi.org/10.1561/1100000091","url":null,"abstract":"As automated machine learning (AutoML) systems continue to progress in both sophistication and performance, it becomes important to understand the ‘how’ and ‘why’ of human-computer interaction (HCI) within these frameworks, both current and expected. Such a discussion is necessary for optimal system design, leveraging advanced data-processing capabilities to support decision-making involving humans, but it is also key to identifying the opportunities and risks presented by ever-increasing levels of machine autonomy. Within this context, we focus on the following questions: (i) What does HCI currently look like for state-of-the-art AutoML algorithms, especially during the stages of development, deployment, and maintenance? (ii) Do the expectations of HCI within AutoML frameworks vary for different types of users and stakeholders? (iii) How can HCI be managed so that AutoML solutions acquire human trust and Thanh Tung Khuat, David Jacob Kedziora and Bogdan Gabrys (2023), “The Roles and Modes of Human Interactions with Automated Machine Learning Systems: A Critical Review and Perspectives”, Foundations and Trends® in Human-Computer Interaction: Vol. 17, No. 3-4, pp 195–387. DOI: 10.1561/1100000091. ©2023 T. T. Khuat et al. Full text available at: http://dx.doi.org/10.1561/1100000091","PeriodicalId":52560,"journal":{"name":"Foundations and Trends in Human-Computer Interaction","volume":"142 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135594997","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
Artificial Intelligence Review 人工智能评论
Foundations and Trends in Human-Computer Interaction Pub Date : 2022-09-01 DOI: 10.4018/978-1-5225-2255-3.CH010
A. Kilani, A. Hamida, H. Hamam
{"title":"Artificial Intelligence Review","authors":"A. Kilani, A. Hamida, H. Hamam","doi":"10.4018/978-1-5225-2255-3.CH010","DOIUrl":"https://doi.org/10.4018/978-1-5225-2255-3.CH010","url":null,"abstract":"In this chapter, the authors present a profound literature review of artificial intelligence (AI). After defining it, they briefly cover its history and enumerate its principal fields of application. They name, for example, information system, commerce, image processing, human-computer interaction, data compression, robotics, route planning, etc. Moreover, the test that defines an artificially intelligent system, called the Turing test, is also defined and detailed. Afterwards, the authors describe some AI tools such as fuzzy logic, genetic algorithms, and swarm intelligence. Special attention will be given to neural networks and fuzzy logic. The authors also present the future research directions and ethics.","PeriodicalId":52560,"journal":{"name":"Foundations and Trends in Human-Computer Interaction","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91316821","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: 48
The Role of U-FADE in Selecting Persuasive System Features U-FADE在说服系统特征选择中的作用
Foundations and Trends in Human-Computer Interaction Pub Date : 2019-01-01 DOI: 10.4018/978-1-5225-2255-3.CH677
I. Wiafe
{"title":"The Role of U-FADE in Selecting Persuasive System Features","authors":"I. Wiafe","doi":"10.4018/978-1-5225-2255-3.CH677","DOIUrl":"https://doi.org/10.4018/978-1-5225-2255-3.CH677","url":null,"abstract":"Although persuasive technology continues to impact behavioral and attitudinal interventions, research has demonstrated that existing design approaches are faced with limitations that impede their effective usage. Mostly, they become obsolete, as user needs change during the use of the persuasive application. This research therefore proposes the unified framework for analyzing, designing, and evaluating of persuasive systems (U-FADE). The proposed framework integrates concepts from various existing models to provide a systematic approach that facilitates persuasive design. It addresses the issue of changing needs of users by considering external and internal activities that may promote or impede persuasion before and during implementation.","PeriodicalId":52560,"journal":{"name":"Foundations and Trends in Human-Computer Interaction","volume":"15 2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78027904","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
Apps as Assistive Technology 应用程序作为辅助技术
Foundations and Trends in Human-Computer Interaction Pub Date : 2019-01-01 DOI: 10.4018/978-1-5225-2255-3.CH024
Emily C. Bouck, Sara M. Flanagan, Missy D. Cosby
{"title":"Apps as Assistive Technology","authors":"Emily C. Bouck, Sara M. Flanagan, Missy D. Cosby","doi":"10.4018/978-1-5225-2255-3.CH024","DOIUrl":"https://doi.org/10.4018/978-1-5225-2255-3.CH024","url":null,"abstract":"Apps can serve as assistive technology to support students with disabilities. Yet, there is little support for educators in determining the most effective and efficient apps to support students with disabilities. The objectives of this chapter include (1) examining how apps can serve as assistive technology for students with disabilities; (2) discussing the importance of educators not being arbitrary in their decision to select and implement apps to serve as assistive technology, such as relying on reviews, ratings, app lists, app databases, or the inclusion on a categorization on iTunes or Google Play; and (3) presenting options for educators evaluating apps, which can assist educators in making more informed decisions for apps as assistive technology. Although some app evaluation rubrics exist specifically for students with disabilities, there is little research as to the impact of the rubrics on educators selecting apps or the impact on student learning.","PeriodicalId":52560,"journal":{"name":"Foundations and Trends in Human-Computer Interaction","volume":"6 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79360038","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
Moving Object Detection and Tracking Based on the Contour Extraction and Centroid Representation 基于轮廓提取和质心表示的运动目标检测与跟踪
Foundations and Trends in Human-Computer Interaction Pub Date : 2019-01-01 DOI: 10.4018/978-1-5225-7368-5.ch012
N. M, Sriharsha K. V., V. A.
{"title":"Moving Object Detection and Tracking Based on the Contour Extraction and Centroid Representation","authors":"N. M, Sriharsha K. V., V. A.","doi":"10.4018/978-1-5225-7368-5.ch012","DOIUrl":"https://doi.org/10.4018/978-1-5225-7368-5.ch012","url":null,"abstract":"This chapter presents a novel approach for moving object detection and tracking based on contour extraction and centroid representation (CECR). Firstly, two consecutive frames are read from the video, and they are converted into grayscale. Next, the absolute difference is calculated between them and the result frame is converted into binary by applying gray threshold technique. The binary frame is segmented using contour extraction algorithm. The centroid representation is used for motion tracking. In the second stage of experiment, initially object is detected by using CECR and motion of each track is estimated by Kalman filter. Experimental results show that the proposed method can robustly detect and track the moving object.","PeriodicalId":52560,"journal":{"name":"Foundations and Trends in Human-Computer Interaction","volume":"06 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86466652","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
Social Computing 社会计算
Foundations and Trends in Human-Computer Interaction Pub Date : 2019-01-01 DOI: 10.4018/978-1-5225-7368-5.ch088
Nolan Hemmatazad
{"title":"Social Computing","authors":"Nolan Hemmatazad","doi":"10.4018/978-1-5225-7368-5.ch088","DOIUrl":"https://doi.org/10.4018/978-1-5225-7368-5.ch088","url":null,"abstract":"Broadly speaking, social computing encapsulates the idea of making technologies more aware of, and more in alignment with, the social needs of their users. This allows for the introduction of new modes of communication and collaboration among users, the ability to establish and grow communities of various constitutions, as well as for more dynamic and large-scale content creation, dissemination, and evaluation. This chapter serves the ternary purpose of establishing a broad definition of social computing as it stands today and as it is expected to evolve in the near future, providing an overview of the practical applications of social computing, and examining the present and historic research themes that have made an impression on social computing as an area of academic intrigue. The chapter is intended to be accessible to casual readers, practitioners, and academicians alike, with little technical depth and broad focus throughout, for the purpose of establishing an initial acquaintance with the field.","PeriodicalId":52560,"journal":{"name":"Foundations and Trends in Human-Computer Interaction","volume":"212 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82830731","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
Cyberbullying 网络欺凌
Foundations and Trends in Human-Computer Interaction Pub Date : 2019-01-01 DOI: 10.4018/978-1-5225-7368-5.ch035
G. Marzano
{"title":"Cyberbullying","authors":"G. Marzano","doi":"10.4018/978-1-5225-7368-5.ch035","DOIUrl":"https://doi.org/10.4018/978-1-5225-7368-5.ch035","url":null,"abstract":"Cyberbullying is a new, alarming, and evil phenomenon closely connected with relational changes that new technologies are causing in contemporary society. It consists in using the internet to harass, threaten, and harm individuals who are the weakest and most vulnerable. Victims of cyberbullying are mightily children and adolescents. In fact, young people are immersed in new digital technologies and use them without knowing their implications. In fact, there isn't the internet for children and the internet for adults. Both adults and children use the same devices, tools, and ways of communicating and interacting.","PeriodicalId":52560,"journal":{"name":"Foundations and Trends in Human-Computer Interaction","volume":"47 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73649681","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
Hybrid Computational Intelligence and the Basic Concepts and Recent Advances 混合计算智能及其基本概念和最新进展
Foundations and Trends in Human-Computer Interaction Pub Date : 2019-01-01 DOI: 10.4018/978-1-5225-2255-3.CH016
G. Dounias
{"title":"Hybrid Computational Intelligence and the Basic Concepts and Recent Advances","authors":"G. Dounias","doi":"10.4018/978-1-5225-2255-3.CH016","DOIUrl":"https://doi.org/10.4018/978-1-5225-2255-3.CH016","url":null,"abstract":"In this chapter, computational intelligence and its major methodologies are introduced, and then hybrid intelligent systems are defined, and the most popular hybrid intelligent approaches are discussed. The increased popularity of hybrid intelligent systems during the last decade is the result of the extensive success of these systems in a wide range of real-world complex problems, but also has to do with the increased capabilities of computational technology. One of the reasons for this success has to do with the synergy derived by the computational intelligent components, such as machine learning, fuzzy logic, neural networks, genetic algorithms, or other intelligent algorithms and techniques. Each of the partial methodologies provides hybrid systems with complementary reasoning and searching methods that allow the use of domain knowledge and empirical data to solve complex problems. The chapter includes recent advances and new findings in the area of hybrid computational intelligence.","PeriodicalId":52560,"journal":{"name":"Foundations and Trends in Human-Computer Interaction","volume":"12 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76339533","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
Incremental Approach to Classification Learning 分类学习的增量方法
Foundations and Trends in Human-Computer Interaction Pub Date : 2019-01-01 DOI: 10.4018/978-1-5225-2255-3.CH017
Xenia A. Naidenova
{"title":"Incremental Approach to Classification Learning","authors":"Xenia A. Naidenova","doi":"10.4018/978-1-5225-2255-3.CH017","DOIUrl":"https://doi.org/10.4018/978-1-5225-2255-3.CH017","url":null,"abstract":"An approach to incremental classification learning is proposed. Classification learning is based on approximation of a given partitioning of objects into disjointed blocks in multivalued space of attributes. Good approximation is defined in the form of good maximally redundant classification test or good formal concept. A concept of classification context is introduced. Four situations of incremental modification of classification context are considered: adding and deleting objects and adding and deleting values of attributes. Algorithms of changing good concepts in these incremental situations are given and proven.","PeriodicalId":52560,"journal":{"name":"Foundations and Trends in Human-Computer Interaction","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83858198","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
Semantic Intelligence 语义智能
Foundations and Trends in Human-Computer Interaction Pub Date : 2019-01-01 DOI: 10.4018/978-1-5225-7368-5.ch013
M. Koleva
{"title":"Semantic Intelligence","authors":"M. Koleva","doi":"10.4018/978-1-5225-7368-5.ch013","DOIUrl":"https://doi.org/10.4018/978-1-5225-7368-5.ch013","url":null,"abstract":"Semantic intelligence is exclusive for the intelligent complex systems way of response to an ever-changing environment. Its major distinctive property is autonomous comprehension and creation of information. Another exclusive property of semantic intelligence is autonomous discrimination between true and false statements. The semantic intelligence naturally arises in the setting of concept of boundedness where it commences from highly non-trivial interplay between structural and functional properties of a complex system. The major generic property of that interplay is that it renders the relation between structural and functional properties to be non-recursive. In result, this renders the efficiency of semantic intelligence to be provided by efficiency of hierarchical self-organization of a complex system prior to the efficiency of software and to the speed of hardware.","PeriodicalId":52560,"journal":{"name":"Foundations and Trends in Human-Computer Interaction","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82259588","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
下一页 尾页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：481959085
Book学术官方微信