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ORCID55th HICSS 2022: Virtual Event / Maui, Hawaii, USA
- 55th Hawaii International Conference on System Sciences, HICSS 2022, Virtual Event / Maui, Hawaii, USA, January 4-7, 2022. ScholarSpace 2022
Collaboration Systems and Technologies
AI and Future of Work
- Triparna de Vreede, Xusen Cheng:
Introduction to the Minitrack on AI and Future of Work. 1 - Lennart Hofeditz, Milad Mirbabaie, Audrey Luther, Riccarda Mauth, Ina Rentemeister:
Ethics Guidelines for Using AI-based Algorithms in Recruiting: Learnings from a Systematic Literature Review. 1-10 - Gladie Lui, Connie Shum:
Impact of Robotic Process Automation on Future Employment of Accounting Professionals. 1-9 - Edona Elshan, Dominik Siemon, Triparna de Vreede, Gert-Jan de Vreede, Sarah Oeste-Reiß, Philipp Ebel:
Requirements for AI-based Teammates: A Qualitative Inquiry in the Context of Creative Workshops. 1-10 - Izabel Cvetkovic, Eva A. C. Bittner:
Task Delegability to AI: Evaluation of a Framework in a Knowledge Work Context. 1-10 - Kristel M. de Nobrega, Anne-Françoise Rutkowski:
The AI Family: The Information Security Managers Best Frenemy? 1-10
Advances in Teaching and Learning Technologies
- Olga Scrivner, Christian McKay, James Scrivner, Nitocris Perez:
Introduction to the Minitrack on Advances in Teaching and Learning Technologies. 1-2 - Isabel Pedersen, Ann Hill Duin:
AI Agents, Humans and Untangling the Marketing of Artificial Intelligence in Learning Environments. 1-10 - Francezca Dagoc, Kaveh Abhari, Vanessa Roy, Elijah Nobis:
Entrepreneurship Education Platform Design: The Relationships between Autodidactic Affordances and Experiential Learning Needs. 1-10 - Jani Holopainen, Antti Lähtevänoja, Tuure Tuunanen:
Immersive Virtual Reality Education Application - Four Development Iterations along Design Science Research Methodology. 1-10 - Danielly F. O. de Paula, David Hahn, Christoph Matthies, Falk Uebernickel:
InnoPulse: a Tool to Support Collaborative Reflection in Creativity-Driven Engineering Projects. 1-10 - Zhao Du, Fang Wang, Shan Wang:
Posting versus Replying: The Effects of Instructor Participation in MOOC Discussion Forums. 1-10 - Alina Bockshecker, Katharina Ebner, Stefan Smolnik:
Technology-Enhanced Learning Environments and Adaptive Learning Systems - Development of Functionality Taxonomies. 1-10 - Wilk Oliveira, Kamilla Tenório, Juho Hamari, Seiji Isotani:
The Relationship Between Students' Flow Experience and Their Behavior Data in Gamified Educational Systems. 1-10 - Florian Lenk, Sebastian Schmidt:
The Virtual Tutor: Combining Conversational Agents with Learning Analytics to support Formative Assessment in Online Collaborative Learning. 1-10 - Gustaf Neumann, Alexander Meisl:
Towards Better Support for Machine-Assisted Human Grading of Short-Text Answers. 1-10 - Tim A. Majchrzak, Jaziar Radianti, Jennifer Fromm, Michael Gau:
Towards Routinely Using Virtual Reality in Higher Education. 1-10 - Sebastian Brenk:
What Students Want: Using A Need-based Innovation Approach for Digitizing Higher Education. 1-10
Adversarial Coordination in Collaboration and Social Media Systems
- Christy M. K. Cheung, Matthew K. O. Lee, Christian Wagner, Marten Risius:
Introduction to the Minitrack on Adversarial Coordination in Collaboration and Social Media Systems. 1 - Karen D'Souza, Aaron M. French:
Social Media and Fake News Detection using Adversarial Collaboration. 1-9 - Sippo Rossi:
The Scamdemic Conspiracy Theory and Twitter's Failure to Moderate COVID-19 Misinformation. 1-10 - Ojaswi Malik, Prasanna P. Karhade, Abhishek Kathuria, Ankur Jaiswal, Benjamin P.-C. Yen:
Unravelling the Origins of Infobesity: The Impact of Frequency on Intensity. 1-10
Applications of Human-AI Collaboration: Insights from Theory and Practice
- Sarah Oeste-Reiß, Philipp Ebel, Eva A. C. Bittner, Matthias Söllner:
Introduction to the Minitrack on Applications of Human-AI Collaboration: Insights from Theory and Practice. 1-2 - Silvana Hinsen, Peter Hofmann, Jan Jöhnk, Nils Urbach:
How Can Organizations Design Purposeful Human-AI Interactions: A Practical Perspective From Existing Use Cases and Interviews. 1-10 - Anika Schroder, Ioanna D. Constantiou, Virpi Tuunainen, Robert D. Austin:
Human-AI Collaboration - Coordinating Automation and Augmentation Tasks in a Digital Service Company. 1-10 - Sara Hooshangi
, Soheil Sibdari:
Human-Machine Hybrid Decision Making with Applications in Auditing. 1-10 - Dzmitry Katsiuba, Tannon Kew, Mateusz Dolata, Gerhard Schwabe:
Supporting Online Customer Feedback Management with Automatic Review Response Generation. 1-11 - Kristin Divis, Breannan C. Howell, Laura E. Matzen, Mallory C. Stites, Zoe N. Gastelum:
The Cognitive Effects of Machine Learning Aid in Domain-Specific and Domain-General Tasks. 1-8 - Anna Taudien, Andreas Fügener, Alok Gupta, Wolfgang Ketter:
The Effect of AI Advice on Human Confidence in Decision-Making. 1-9 - Jess Hohenstein, Lindsay E. Larson, Yoyo Tsung-Yu Hou, Alexa M. Harris, Aaron Schecter, Leslie A. DeChurch, Noshir Contractor, Malte F. Jung:
Vero: A Method for Remotely Studying Human-AI Collaboration. 1-10
Business Intelligence and Big Data for Innovative and Sustainable Development of Organizations
- Celina M. Olszak, Dilek Kozanoglu, Jozef M. Zurada:
Introduction to the Minitrack on Business Intelligence and Big Data for Innovative and Sustainable Development of Organizations. 1-2 - Ginger Korsten, Banu Aysolmaz, Oktay Türetken, Diederick Edel, Baris Özkan:
ADA-CMM: A Capability Maturity Model for Advanced Data Analytics. 1-10 - Celina M. Olszak, Arkadiusz Kisolek:
Dashboard Framework. A Tool for Threat Monitoring on the Example of Covid-19. 1-10 - Ojaswi Malik, Ankur Jaiswal, Abhishek Kathuria, Prasanna P. Karhade:
Leveraging BI Systems to Overcome Infobesity: A Comparative Analysis of Incumbent and New Entrant firms. 1-10 - Dilek Kozanoglu, Subrata Chakraborty, Md. Ahsan Uddin Murad:
Public Procurement, Big Data Analytics Capabilities, and Healthcare Supply Chain Sustainability. 1-8 - Pawel Weichbroth, Jolanta Kowal, Marcin Kalinowski:
Toward a unified model of mobile Business Intelligence (m-BI) acceptance and use. 1-10
Collaboration for Data Science
- Lina Zhou, Florian Schwade, Souren Paul:
Introduction to the Minitrack on Collaboration for Data Science. 1-2 - Jin Hu, Daning Hu, Xuan Yang, Michael Chau:
The Impacts of Lockdown on Open Source Software Contributions during the COVID-19 Outbreak. 1-10 - Dylan Meyer, Jie Tao, Alison Kris:
Tune Down the Misinformation, Please: Generating Corrective Messages for COVID-19 Misinformation. 1-10
Collaboration in Online Communities: Information Processing and Decision Making
- Tom Meservy, Kelly J. Fadel, Matthew L. Jensen:
Introduction to the Minitrack on Collaboration in Online Communities: Information Processing and Decision Making. 1 - Kelly J. Fadel, Matthew L. Jensen, Michael Matthews, Tom Meservy:
An Empirical Examination of Peer vs. Expert Advice in Online Forums. 1-10 - Julian Wahl, Thomas Ströhle, Johann Füller, Katja Hutter:
Exploring Machine-based Idea Landscapes - The Impact of Granularity. 1-10 - Aelita Skarzauskiené:
Monitoring Collective Intelligence in Lithuania's Online Communities. 1-9
Collaboration with Intelligent Systems: Machines as Teammates
- Douglas C. Derrick, Isabella Seeber, Joel S. Elson, Lena Waizenegger:
Introduction to the Minitrack on Collaboration with Intelligent Systems: Machines as Teammates. 1-2 - Biagio Palese, Matthew Pickard, Marcin Bartosiak:
Can we Help the Bots? Towards an Evaluation of their Performance and the Creation of Human Enhanced Artifact for Emotions De-escalation. 1-10 - Lucas Memmert, Eva A. C. Bittner:
Complex Problem Solving through Human-AI Collaboration: Literature Review on Research Contexts. 1-10 - Haiyan Jia, Mu Wu, S. Shyam Sundar:
Do We Blame it on the Machine? Task Outcome and Agency Attribution in Human-Technology Collaboration. 1-10 - Jennifer Rix:
From Tools to Teammates: Conceptualizing Humans' Perception of Machines as Teammates with a Systematic Literature Review. 1-10 - Sarah Waldner, Isabella Seeber, Lena Waizenegger, Ronald Maier:
How do Pedagogical Conversational Agents affect Learning Outcomes among High School Pupils: Insights from a Field Experiment. 1-10 - Lennart Hofeditz, Mareen Harbring, Milad Mirbabaie, Stefan Stieglitz:
Working with ELSA - How an Emotional Support Agent Builds Trust in Virtual Teams. 1-10
Cross-Organizational and Cross-Border IS/IT Collaboration
- Ilsang Ko, Daniel Beimborn:
Introduction to the Minitrack on Cross-Organizational and Cross-Border IS/IT Collaboration. 1 - Matthias Buchinger, Peter Kuhn, Dian Balta:
Dimensions of Accountability in Inter-organizational Business Processes. 1-10 - Yushan Yang, Mengling Yan, Xiaoying Dong, Yanni Hu:
R&D modes and firm performance in high-tech companies: A research based on cross-boundary ambidexterity and network structures. 1-10 - Ankur Jaiswal, Ojaswi Malik, Prasanna P. Karhade, Abhishek Kathuria:
Too Many Cooks Spoil the Broth: Infobesity in Multicultural Firms During Covid-19. 1-10
Design, Development, and Evaluation of Collaboration Technologies
- Douglas C. Derrick, G. Mark Grimes, Ryan M. Schuetzler:
Introduction to the Minitrack on Design, Development, and Evaluation of Collaboration Technologies. 1 - Raoul Pilcicki, Dominik Siemon, Christoph Lattemann:
How Feature- and Communication Constraints in CSS Affect Creative Collaboration in Virtual Teams - An Activity Theory Perspective. 1-10 - Osku Torro, Jani Holopainen, Henri Jalo, Henri Pirkkalainen, Antti Lähtevänoja:
How to get things done in social virtual reality - A study of team cohesion in social virtual reality-enabled teams. 1-10 - Frederik Möller, Barbara Steffen:
'License to VIT' - A Design Taxonomy for Visual Inquiry Tools. 1-10 - Vanessa Roy, Elijah Nobis, Kaveh Abhari, Francezca Dagoc, Mikay Parsons:
Open Innovation Platform Design: The Case of Social Product Development. 1-10
Digital Platforms and Industry Transformation
- Lauri Paavola, Mikko Hänninen, Taina Tukiainen:
Introduction to the Minitrack on Digital Platforms and Industry Transformation. 1 - Taina Tukiainen, Lauri Paavola:
5G-Network-Based Connectivity and Data Platforms for Smart Cities- an Explorative Case Study of Drivers for Industry Transformation. 1-10 - Thomas Lindgren:
Experiencing Electric Vehicles: The Car as a Digital Platform. 1-10 - Jooyoung Choi, Chul Ho Lee, Yasin Ceran, Sunghun Chung:
Smart Retail, Replaces All? Some? : Different Influence of Amazon Go to Local Restaurant Industry. 1-10 - Barbara Steffen, Frederik Möller, Lisa Nowak:
Transformer(s) of the Logistics Industry - Enabling Logistics Companies to Excel with Digital Platforms. 1-10
Digital Society
- Stefan Stieglitz, Milad Mirbabaie:
Introduction to the Minitrack on Digital Society. 1 - France Bélanger, Robert E. Crossler, Katherine R. Allen, Jessica Resor, Heather A. Kissel, Travis A. Finch:
Family Tensions and Information Privacy: A Barrier to Diffusion of Proximity Tracing Applications? 1-10 - Teagen Nabity-Grover, Christy M. K. Cheung, Jason Thatcher:
I'll (Not) be Home for Christmas: The Impact of the Pandemic on Evaluation Apprehension and Self-Disclosure during the 2020 Holidays. 1-10 - Janina Seutter, Michelle Müller, Stefanie Müller, Dennis Kundisch:
Moment or Movement - An Empirical Analysis of the Heterogeneous Impact of Media Attention on Charitable Crowdfunding Campaigns. 1-10 - Stefan Stieglitz, Ali Sercan Basyurt, Milad Mirbabaie:
SMART-Portal: A data tracking tool for research purposes from social media and news websites. 1-10
Distributed Collaboration and Telework in Organizations and Networks
- Derrick L. Cogburn, J. Alberto Espinosa, Mark A. Clark, Emma S. Nordbäck:
Introduction to the Minitrack on Distributed Collaboration and Telework in Organizations and Networks. 1-3 - Mia Leppälä, Jukka Huhtamäki:
Enabling Knowledge Broker Analysis through Actor Clusters in Organizational Structures in Enterprise Social Media. 1-9 - Jingbo Hou, Chen Liang, Pei-Yu Chen, Bin Gu:
Gender Heterogeneity in the Effect of Telework on Labor Market Outcomes during the COVID-19 Pandemic. 1-10 - Nicole Debowski, Navid Tavanapour, Eva A. C. Bittner:
Prototyping a Conversational Agent for AI-Supported Ideation in Organizational Creativity Processes. 1-10 - J. Alberto Espinosa, Mark A. Clark, Emma S. Nordbäck:
Team Knowledge Networks, Task Dependencies and Coordination: Preliminary Findings from Software Teams. 1-10 - Akira Kimata, Masayasu Takahashi:
Telework as a Means of Organizational Identity Change: Investigating Japanese Collectivist Culture in an ICT Company. 1-10 - Peter W. Cardon, Carolin Fleischmann, Jolanta Aritz, Haibing Ma, Ann Springer, Scott Springer:
The Influence of Psychological Safety and Personality on Technology Acceptance of Team-Based Technology in Global Virtual Teams. 1-10
Emerging Issues in e-Collaboration Distributed Group Decision-Making: Opportunities and Challenges
- Anil K. Aggarwal, Doug Vogel, Yuko Murayama:
Introduction to the Minitrack on Emerging Issues in e-Collaboration Distributed Group Decision-Making: Opportunities and Challenges. 1 - Mark Greville, Paidi O'Raghallaigh, Stephen McCarthy:
A Triple Bottom-line Typology of Technical Debt: Supporting Decision- Making in Cross-Functional Teams. 1-10 - Karen Stendal, Jon Iden, Hanna Midttun Rostrup, Daniel Elston:
The Effects of Virtuality on Agile Development. 1-10
Human-Robot Interactions
- Sangseok You, Lionel Robert:
Introduction to the Minitrack on Human-Robot Interactions. 1 - Joel S. Elson, Luis A. Merino, Douglas C. Derrick:
Investigating Conformity and the Role of Personality in a Visual Decision Task with Humanoid Robot Peers. 1-9 - Gene M. Alarcon, August A. Capiola, Justin Morgan, Izz Aldin Hamdan, Michael Lee:
Trust Violations in Human-Human and Human-Robot Interactions: The Influence of Ability, Benevolence and Integrity Violations. 1-10
IT Enabled Collaboration for Development
- Xusen Cheng, Deepinder S. Bajwa, Xiangbin Yan:
Introduction to the Minitrack on IT Enabled Collaboration for Development. 1 - Wankun Gong, Ying Bao:
Assessing Trust in Online Collaboration in E-government during the COVID-19 pandemic: An Employee Perspective. 1-7 - Shixuan Fu, Xusen Cheng, Triparna de Vreede, Gert-Jan de Vreede:
Selecting Open Innovation Ideas in Teams vs. Nominal Groups: Exploring the Effects of Idea Quantity and Idea Assignment on Idea Selection Quality and Satisfaction with Process. 1-9
New Potentials of Mixed Reality and its Business Impact
- Thomas Keller, Roger Seiler:
Introduction to the Minitrack on New Potentials of Mixed Reality and its Business Impact. 1 - Nusrat Mehajabin, Peizhi Yan, Supreet Kaur, Jingxiang Song, Mahsa T. Pourazad, Yixiao Wang, Hamid Reza Tohidypour, Panos Nasiopoulos:
An Efficient Refocusing Scheme for Camera-Array Captured Light Field Video for Improved Visual Immersiveness. 1-9 - Julia Bräker, Julia Hertel, Martin Semmann:
Conceptualizing Interactions of Augmented Reality Solutions. 1-10
Open Science Practices in Information Systems Research
- Cathal Doyle, Markus Luczak-Rösch, Tadhg Nagle, Yi-Te Chiu:
Introduction to the Minitrack on Open Science Practices in Information Systems Research. 1-2 - Sandra Gesing, Claire Stirm, Gerhard Klimeck, Lynn K. Zentner, Su Wang, Braulio Misael Villegas-Martínez, Carrie Diaz Eaton, Samuel S. Donovan, Lan Zhao, Carol X. Song, I Luk Kim, Alejandro Strachan, Michael G. Zentner, Rajesh Kalyanam:
Open Science via HUBzero: Exploring Five Science Gateways Supporting and Growing their Open Science Communities. 1-10
Social and Psychological Perspectives in Collaboration Research
- Triparna de Vreede, Dejun "Tony" Kong, Gert-Jan de Vreede:
Introduction to the Minitrack on Social and Psychological Perspectives in Collaboration Research. 1 - Yating Li, Mitja Mito Mihelic, Katja Thoring:
Designer? User? Player! - A Framework of Opportunities to Improve Interpersonal Dynamics During Usability Testing Through Gamification. 1-10 - Almudena Cañibano, Daniel Curto-Millet, Lukas Rojahn:
Sustained participation in open source: A psychological contract approach. 1-10
Text Analytics
- Derrick L. Cogburn, Michael J. Hine, Normand Peladeau, Victoria Y. Yoon:
Introduction to the Minitrack on Text Analytics. 1-3 - Vatricia Edgar, Ajay Bansal:
Generating Vocabulary Sets for Implicit Language Learning using Masked Language Modeling. 1-10 - Huixin Zhan, Kun Zhang, Chenyi Hu, Victor S. Sheng:
New Threats to Privacy-preserving Text Representations. 1-10 - Julia Couto, Laura Tomaz Da Silva, Julia Godoy, Davi Kniest, Daniel Antonio Callegari, Felipe Meneguzzi, Duncan D. Ruiz:
On the use of Machine Learning and Deep Learning for Text Similarity and Categorization and its Application to Troubleshooting Automation. 1-10 - Matthew Caron, Frederik Simon Bäumer, Oliver Müller:
Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models. 1-10 - Thi Thu Hang Do, Markus Dobler, Niklas Kühl:
What to prioritize? Natural Language Processing for the Development of a Modern Bug Tracking Solution in Hardware Development. 1-10
The Sharing Economy
- Bo Sophia Xiao, Kaveh Abhari:
Introduction to the Minitrack on The Sharing Economy. 1-2 - Hendrik Jöntgen:
Appreciating Support - Antecedents of Subscription-Based Crowdfunding Campaign Success. 1-10 - Quanchen Liu, Bingqing Xiong, Zhao Cai, Jiantao Zhu, Eric T. K. Lim, Chee-Wee Tan:
Effects of Personality on Social Performance in Social Trading. 1-10 - Wooje Cho, Ojaswi Malik, Prasanna P. Karhade, Abhishek Kathuria:
Need for Speed in the Sharing Economy: How IT capability drives Innovation Speed? 1-10 - Donggyu Min, Chul Ho Lee, Yasin Ceran, Tom Steinberger:
The signaling effect of group-type profile pictures in the sharing economy: The case of Airbnb. 1-8
Decision Analytics and Service Science
Accountability, Evaluation, and Obscurity of AI Algorithms
- Radmila Juric, Robert Steele:
Introduction to the Minitrack on Accountability, Evaluation, and Obscurity of AI Algorithms. 1 - Hyunjin Seo, Stuart Thorson:
Computation, Rule Following, and Ethics in AIs. 1-10 - Stefan Hirschmeier:
Managing Temporal Dynamics of Filter Bubbles. 1-10 - Jakob Schoeffer, Yvette Machowski, Niklas Kühl:
Perceptions of Fairness and Trustworthiness Based on Explanations in Human vs. Automated Decision-Making. 1-8
Algorithm-based Advisory in the Service Sector
- Anja Tuschke, Anke Schulz:
Introduction to the Minitrack on Algorithm-based Advisory in the Service Sector. 1 - Anke Schulz, Anja Tuschke, Alexander Ilgen:
Helping or Hindering? How Clients' Experiences Relate to Their Robo Advisory Use. 1-10
Analytics and Decision Support for Green IS and Sustainability Applications
- Arno Scharl, Omar F. El-Gayar, PingSun Leung:
Introduction to the Minitrack on Analytics and Decision Support for Green IS and Sustainability Applications. 1 - Martinson Ofori, Omar F. El-Gayar, Austin O'Brien, Cherie Noteboom:
A Deep Learning Model Compression and Ensemble Approach for Weed Detection. 1-10 - Jacqueline Corbett, Vijaya Lakshmi:
Combining Design Thinking and the Socio-Technical-Ecological Systems Perspective to Understand Greenhouse Growers' Experiences with Energy Management Solutions. 1-10 - Jan Hendrik Witte, Jorge Marx Gómez:
Introducing a new Workflow for Pig Posture Classification based on a combination of YOLO and EfficientNet. 1-10 - Sarah Eckhoff, Maria C. G. Hart, Michael H. Breitner:
Sustainable Energy System Planning in Developing Countries: A Decision Support System Considering Variations Over Time. 1-10
Big Data and Analytics: Pathways to Maturity
- Stephen H. Kaisler, J. Alberto Espinosa, Frank Armour:
Introduction to the Minitrack on Big Data and Analytics: Pathways to Maturity. 1-3 - Zahra Hatami, Prasad Chetti, Hesham Ali, David Volkman:
A Novel Population Analysis Approach for Analyzing Financial Markets under Crises - 2008 Economic crash and Covid-19 pandemic. 1-10 - Frank Bodendorf, Jörg Franke:
Application of the Technology Acceptance Model to an Intelligent Cost Estimation System: An Empirical Study in the Automotive Industry. 1-10 - Stephen H. Kaisler, William H. Money, Stephen J. Cohen:
Applying Forensic Analysis Factors to Construct a Systems Dynamics Model for Failed Software Projects. 1-10 - Dominik Martin, Simon Heinzel, Johannes Kunze von Bischhoffshausen, Niklas Kühl:
Deep Learning Strategies for Industrial Surface Defect Detection Systems. 1-10 - Sucheta Lahiri, Jeffrey S. Saltz:
The Risk Management Process for Data Science: Gaps in Current Practices. 1-10
Case studies of Artificial Intelligence, Business Intelligence, Analytics Technologies for Industry Platforms
- Maarit Palo, James C. Spohrer, Pekka Neittaanmäki:
Introduction to the Minitrack on Case studies of Artificial Intelligence, Business Intelligence, Analytics Technologies for Industry Platforms. 1 - Xiaotong Liu, Anbang Xu, Rama Akkiraju:
An Empirical Study of Factors Affecting Language-Independent Models. 1-7 - Donghui Shi, Shuai Cao, Jozef M. Zurada, Jian Guan:
An Innovative Approach to Modeling Aviation Safety Incidents. 1-10 - Johannes Breitenbach, Isabelle Eckert, Vanessa Mahal, Hermann Baumgartl, Ricardo Buettner:
Automated Defect Detection of Screws in the Manufacturing Industry Using Convolutional Neural Networks. 1-10