Title Diversity, divergence, dialogue : 16th International Conference, iConference 2021, Beijing, China, March 17-31, 2021, Proceedings. Part I / Katharina Toeppe, Hui Yan, Samuel Kai Wah Chu (eds.)

Published Cham : Springer, 2021

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Description 1 online resource (662 pages) Series Lecture notes in computer science ; 12645 LNCS sublibrary, SL 3, Information systems and applications, incl. internet/web, and HCI Lecture notes in computer science ; 12645. LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI. Contents Intro -- Preface -- Organization -- Contents -- Part I -- Contents -- Part II -- AI and Machine Learning -- Understanding the Evolution of the Concept of Artificial Intelligence in Different Publication Venues -- 1 Introduction -- 2 Methodology -- 2.1 Data Set -- 2.2 Method -- 3 Results and Discussion -- 3.1 Co-occurrence Network of Noun Phrase of AI in Different Stages -- 3.2 The Concept of AI Changes over Time -- 4 Conclusion -- References -- Understanding Team Collaboration in Artificial Intelligence from the Perspective of Geographic Distance -- 1 Introduction -- 2 Methodology 2.1 Data and Processing -- 2.2 Measuring Geographic Distance -- 3 Results -- 3.1 Overview of Team Collaboration in AI -- 3.2 Geographic Distance Analysis -- 4 Conclusion -- References -- Something New Versus Tried and True: Ensuring 'Innovative' AI is 'Good' AI -- 1 Introduction -- 2 Methods -- 3 Findings -- 3.1 Innovation Versus Reliability -- 3.2 Innovation Versus Security -- 3.3 Innovation Versus Regulation -- 4 Discussion -- 5 Conclusion -- References -- Insights from People's Experiences with AI: Privacy Management Processes -- 1 Introduction -- 2 Methods -- 2.1 Recruitment -- 2.2 Sample 2.3 Interview Protocol -- 2.4 Analysis -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- People's Perceptions of AI Utilization in the Context of COVID-19 -- 1 Introduction -- 2 Methods -- 3 Results -- 3.1 Positive Thoughts and Opinions -- 3.2 Negative Thoughts and Opinions -- 4 Discussion -- 5 Limitations and Future Work -- 6 Conclusion -- References -- Characterizing Dementia Caregivers' Information Exchange on Social Media: Exploring an Expert-Machine Co-development Process -- 1 Introduction -- 2 Literature Review -- 2.1 ADRD Caregivers' Online Information Exchange 2.2 Active Learning and Interactive Learning -- 3 Expert Analysis of ADRD Caregivers' Information Exchange -- 3.1 Reddit Dataset -- 3.2 Process -- 4 Automatic Exploration (AE) of ADRD Caregivers' Information Behaviors -- 4.1 Objective -- 4.2 The AE Component Design -- 4.3 The Experiment on Improving AE Performance -- 4.4 Usability Experiment with Human Experts -- 5 Discussion -- 5.1 Classification Models' Gains from the EMC Process -- 5.2 Human Experts' Gains from the EMC Process -- 5.3 Limitations and Future Directions -- 6 Conclusions -- A Appendix -- A.1 Importance Score calculation A.2 Abbreviations -- References -- Bimodal Music Subject Classification via Context-Dependent Language Models -- 1 Introduction -- 2 Related Work -- 3 The Proposed Method -- 3.1 Dataset -- 3.2 Classification Setup -- 4 Experimental Results and Discussion -- 5 Conclusion and Future Work -- References -- Spatio-Temporal Deepfake Detection with Deep Neural Networks -- 1 Introduction -- 2 Means and Methods of Processing Human Images -- 2.1 Manipulation of Human Face Images -- 2.2 Deepfake Detection Capabilities -- 2.3 Databases of Fake and Real Content -- 2.4 Existing Methods -- 3 Proposed Method Summary This two-volume set LNCS 12645-12646 constitutes the refereed proceedings of the 16th International Conference on Diversity, Divergence, Dialogue, iConference 2021, held in Beijing, China, in March 2021. The 32 full papers and the 59 short papers presented in this volume were carefully reviewed and selected from 225 submissions. They cover topics such as: AI and machine learning; data science; human-computer interaction; social media; digital humanities; education and information literacy; information behavior; information governance and ethics; archives and records; research methods; and institutional management Notes 3.1 Drawbacks of Prior Works Includes author index Print version record In Springer Nature eBook Subject Digital media -- Social aspects -- Congresses Online social networks -- Congresses Digital media -- Social aspects Online social networks Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Toeppe, Katharina Yan, Hui Chu, Samuel (Samuel Kai Wah) ISBN 9783030712921 3030712923 3030712915 9783030712914 9783030712938 3030712931

Other Titles IConference 2021

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