Dakuo Wang  Dakuo Wang photo         

contact information

Research Staff Member - Human-Computer Interaction
IBM Research AI & MIT-IBM Watson AI Lab, Cambridge, MA USA
  

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Professional Associations

Professional Associations:  ACM  |  ACM SIGCHI  |  IEEE


2020

Chinese CHI 2020 Workshop
Xiangmin Fan, Junfeng Yao, Huawei Tu, Dakuo Wang
Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, pp. 1-5
multimedia, human computer interaction, computer science

Trust in AutoML: exploring information needs for establishing trust in automated machine learning systems
Jaimie Drozdal, Justin D. Weisz, Dakuo Wang, Gaurav Dass, Bingsheng Yao, Changruo Zhao, Michael J. Muller, Lin Ju, Hui Su
Proceedings of the 25th International Conference on Intelligent User Interfaces, pp. 297-307, 2020
Abstract   transparency, qualitative interviews, operationalization, machine learning, information needs, hyperparameter, human computer interaction, controlled experiment, computer science, artificial intelligence

AutoAIViz: Opening the Blackbox of Automated Artificial Intelligence with Conditional Parallel Coordinates
Daniel Karl I Weidele, Justin D Weisz, Erick Oduor, Michael Muller, Josh Andres, Alexander Gray, Dakuo Wang
IUI ÿ 20, March 17ÿ 20, 2020, , ACM ISBN 978-1-4503-7118-6/20/03
Abstract

Next steps for Human-Computer Integration
Florian Floyd Mueller, Pedro Lopes, Paul Strohmeier, Wendy Ju, Caitlyn E. Seim, Martin Weigel, Suranga Nanayakkara, Marianna Obrist, Zhuying Li, Joseph La Delfa, Jun Nishida, Elizabeth M. Gerber, Dag Svanaes, Jonathan Grudin, Stefan Greuter, Kai Kunze, Thomas Erickson, Steven Greenspan, Masahiko Inami, Joe Marshall, Harald Reiterer, Katrin Wolf, Jochen Meyer, Thecla Schiphorst, Dakuo Wang, Pattie Maes
Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, pp. 1-15
Abstract   human computer interaction, human systems engineering, human body, computer science, computer integration

An ADMM Based Framework for AutoML Pipeline Configuration
Sijia Liu, Parikshit Ram, Deepak Vijaykeerthy, Djallel Bouneffouf, Gregory Bramble, Horst Samulowitz, Dakuo Wang, Andrew Conn, Alexander Gray
AAAI 2020 : The Thirty-Fourth AAAI Conference on Artificial Intelligence
mathematical optimization, computer science, computer engineering

From Human-Human Collaboration to Human-AI Collaboration: Designing AI Systems That Can Work Together with People
Dakuo Wang, Elizabeth Churchill, Pattie Maes, Xiangmin Fan, Ben Shneiderman, Yuanchun Shi, Qianying Wang
Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, pp. 1-6
human computer interaction, computer science, ai systems

How do Data Science Workers Collaborate? Roles, Workflows, and Tools
Amy X. Zhang, Michael Muller, Dakuo Wang
arXiv preprint arXiv:2001.06684, 2020
Abstract   workflow, individual data, documentation, data science, computer science


2019

HCI in China: Research Agenda, Education Curriculum, Industry Partnership, and Communities Building
Feng Tian, Xiangshi Ren, Xiangmin Fan, Wei Li, Haipeng Mi, Tun Lu, Chun Yu, Dakuo Wang
Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems
Abstract   multimedia, local community, industry of china, general partnership, engineering ethics, education curriculum, computer science, china

What Can Gestures Tell?: Detecting Motor Impairment in Early Parkinsons from Common Touch Gestural Interactions
Feng Tian, Xiangmin Fan, Junjun Fan, Yicheng Zhu, Jing Gao, Dakuo Wang, Xiaojun Bi, Hongan Wang
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems
Abstract   physical medicine and rehabilitation, neurological disorder, motor impairment, human computer interaction, handwriting, gesture, early signs, disease, diagnosis methods, computer science

How Data ScientistsWork Together With Domain Experts in Scientific Collaborations: To Find The Right Answer Or To Ask The Right Question?
Yaoli Mao, Dakuo Wang, Michael J. Muller, Kush R. Varshney, Ioana Baldini, Casey Dugan, Aleksandra Mojsilovic
arXiv preprint arXiv:1909.034863, 1-23, 2019
Abstract   technology readiness, scientific discovery, knowledge management, interview study, decipher, computer science, common ground, building process, ask price

Context-Aware Conversation Thread Detection in Multi-Party Chat
Ming Tan, Dakuo Wang, Yupeng Gao, Haoyu Wang, Saloni Potdar, Xiaoxiao Guo, Shiyu Chang, Mo Yu
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), pp. 6455-6460
world wide web, thread, natural language processing, conversation, computer science, artificial intelligence

Conversational Agents: Acting on the Wave of Research and Development
Richard Jacques, Asbjorn Folstad, Elizabeth Gerber, Jonathan Grudin, Ewa Luger, Andres Monroy-Hernandez, Dakuo Wang
Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems
Abstract   wave, user interface, software, natural language, human computer interaction, computer science

Out-of-Domain Detection for Low-Resource Text Classification Tasks
Ming Tan, Yang Yu, Haoyu Wang, Dakuo Wang, Saloni Potdar, Shiyu Chang, Mo Yu
EMNLP 2019

Human-AI Collaboration in Data Science: Exploring Data Scientists Perceptions of Automated AI
Dakuo Wang, Justin D. Weisz, Michael J. Muller, Parikshit Ram, Werner Geyer, Casey Dugan, Yla R. Tausczik, Horst Samulowitz, Alexander G. Gray
arXiv preprint arXiv:1909.023093, 1-24, 2019
Abstract   perception, multinational corporation, job security, data science, computer science, automation, application domain, ai systems

Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers
Haoyu Wang, Ming Tan, Mo Yu, Shiyu Chang, Dakuo Wang, Kun Xu, Xiaoxiao Guo, Saloni Potdar
arXiv preprint arXiv:1902.01030, 2019

How Data Science Workers Work with Data: Discovery, Capture, Curation, Design, Creation
Michael Muller, Ingrid Lange, Dakuo Wang, David Piorkowski, Jason Tsay, Q. Vera Liao, Casey Dugan, Thomas Erickson
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI), 2019
Abstract


2018

Projecting Life Onto Robots: The Effects of Cultural Factors and Design Type on Multi-Level Evaluations of Robot Anthropomorphism
Haodan Tan, Dakuo Wang, Selma Sabanovic
2018 27th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), pp. 129-136
Abstract   survey research, simulation, robot, phenomenon, perception, nationality, informatics, human robot interaction, human computer interaction, cultural diversity, computer science

Implicit Detection of Motor Impairment in Parkinsons Disease from Everyday Smartphone Interactions
Jing Gao, Feng Tian, Junjun Fan, Dakuo Wang, Xiangmin Fan, Yicheng Zhu, Shuai Ma, Jin Huang, Hongan Wang
Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems
Abstract   parkinson s disease, motor test, human computer interaction, computer science

Face Value? Exploring the Effects of Embodiment for a Group Facilitation Agent
Ameneh Shamekhi, Q. Vera Liao, Dakuo Wang, Rachel Bellamy, Thomas Erickson
CHI 2018: ACM Conference on Human Factors in Computing Systems

All Work and no Play? Conversations with a Question-and-Answer Chatbot in the Wild
Q. Vera Liao, Muhammed Mas-ud Hussain, Praveen Chandar, Matthew Davis, Marco Crasso, Dakuo Wang, Michael Muller, N. Sadat Shami, Werner Geyer
CHI 2018: ACM Conference on Human Factors in Computing Systems


2017

Synchronous Collaborative Writing in the Classroom: Undergraduates Collaboration Practices and their Impact on Writing Style, Quality, and Quantity
Soobin Yim, Dakuo Wang, Judith S. Olson, Viet Vu, Mark Warschauer
Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, pp. 468-479
Abstract   writing style, multimedia, knowledge management, information visualization, human computer interaction, higher education, empirical research, computer supported cooperative work, computer science, collaborative writing

Why Users Do Not Want to Write Together When They Are Writing Together: Users Rationales for Todays Collaborative Writing Practices
Dakuo Wang, Haodan Tan, Tun Lu
Proceedings of the ACM on Human-Computer Interaction1, 2017
Abstract   knowledge management, interview, computer science, commit, collaborative writing

Hacking with NPOs: Collaborative Analytics and Broker Roles in Civic Data Hackathons
Youyang Hou, Dakuo Wang
Proceedings of the ACM on Human-Computer Interaction1, 2017
Abstract   social group, open data, knowledge management, hacker, data analysis, computer supported cooperative work, business, analytics

How people write together now: Beginning the investigation with advanced undergraduates in a project course
Olson Judith S, Wang Dakuo, Olson Gary M, Zhang Jingwen
ACM Transactions on Computer-Human Interaction (TOCHI) 24(1), 4, ACM, 2017
Abstract


2016

Exploring and Supporting Today's Collaborative Writing
Wang Dakuo
Proceedings of the 2016 CHI conference extended abstracts on human factors in computing systems, pp. 255--259
Abstract

Answerer engagement in an enterprise social question & answering system
Wang Dakuo, Hou Youyang, Luo Lin, Pan Yingxin
IConference 2016 Proceedings, iSchools
Abstract


2015

Internet censorship in China: Examining user awareness and attitudes
Wang Dakuo, Mark Gloria
ACM Transactions on Computer-Human Interaction (TOCHI) 22(6), 31, ACM, 2015
Abstract

DocuViz: visualizing collaborative writing
Wang, Dakuo and Olson, Judith S and Zhang, Jingwen and Nguyen, Trung and Olson, Gary M
Proceedings of the 33rd Annual ACM conference on human factors in computing systems, pp. 1865--1874, 2015
Abstract