David W. McDonald

Orcid: 0000-0001-5882-828X

According to our database1, David W. McDonald authored at least 110 papers between 1983 and 2024.

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Bibliography

2024
Cobdock: an accurate and practical machine learning-based consensus blind docking method.
J. Cheminformatics, December, 2024

MEF-AlloSite: an accurate and robust Multimodel Ensemble Feature selection for the Allosteric Site identification model.
J. Cheminformatics, December, 2024

Canvil: Designerly Adaptation for LLM-Powered User Experiences.
CoRR, 2024

Beyond Theory: A UX Outcomes Casebook for HCI Education.
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

Mapping the Design Space of Teachable Social Media Feed Experiences.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023
Hyperbolic Embedding of Attributed and Directed Networks.
IEEE Trans. Knowl. Data Eng., July, 2023

A Human-centered Evaluation of a Toxicity Detection API: Testing Transferability and Unpacking Latent Attributes.
ACM Trans. Soc. Comput., 2023

Conflicts of Control: Continuous Blood Glucose Monitoring and Coordinated Caregiving for Teenagers with Type 1 Diabetes.
Proc. ACM Hum. Comput. Interact., 2023

"Why do you need 400 photographs of 400 different Lockheed Constellation?": Value Expressions by Contributors and Users of Wikimedia Commons.
Proc. ACM Hum. Comput. Interact., 2023

Addressing UX Practitioners' Challenges in Designing ML Applications: an Interactive Machine Learning Approach.
Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

How Do UX Practitioners Communicate AI as a Design Material? Artifacts, Conceptions, and Propositions.
Proceedings of the 2023 ACM Designing Interactive Systems Conference, 2023

2022
Unpacking Stitching between Wikipedia and Wikimedia Commons: Barriers to Cross-Platform Collaboration.
Proc. ACM Hum. Comput. Interact., 2022

Fostering Communication: Characterizing the Concerns of Former Foster Youth in an Online Community.
Proc. ACM Hum. Comput. Interact., 2022

2021
The hierarchical organisation and dynamics of complex networks.
PhD thesis, 2021

On the Alignment Between Self-Declared Gender Identity and Topical Content from Wikipedia.
ACM Trans. Soc. Comput., 2021

Wikipedia Beyond the English Language Edition: How do Editors Collaborate in the Farsi and Chinese Wikipedias?
Proc. ACM Hum. Comput. Interact., 2021

Evaluating QualiCO: an ontology to facilitate qualitative methods sharing to support open science.
J. Internet Serv. Appl., 2021

A Network Embedding Based Approach to Drug-Target Interaction Prediction Using Additional Implicit Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

Designing Telepresence Drones to Support Synchronous, Mid-air Remote Collaboration: An Exploratory Study.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020
Image Wishlist: Context and Images in Commons-Based Peer Production Communities.
Proc. ACM Hum. Comput. Interact., 2020

Exploring Systematic Bias through Article Deletions on Wikipedia from a Behavioral Perspective.
Proceedings of the OpenSym 2020: 16th International Symposium on Open Collaboration, 2020

Sharing your coding schemas: Developing a Platform to fit within the Qualitative Research Workflow.
Proceedings of the OpenSym 2020: 16th International Symposium on Open Collaboration, 2020

HEAT: Hyperbolic Embedding of Attributed Networks.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

2019
How does Editor Interaction Help Build the Spanish Wikipedia?
Proceedings of the Companion Publication of the 2019 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2019

2018
Reciprocity and Donation: How Article Topic, Quality and Dwell Time Predict Banner Donation on Wikipedia.
Proc. ACM Hum. Comput. Interact., 2018

Ease on Down the Code: Complex Collaborative Qualitative Coding Simplified with 'Code Wizard'.
Proc. ACM Hum. Comput. Interact., 2018

Do We All Talk Before We Type?: Understanding Collaboration in Wikipedia Language Editions.
Proceedings of the 14th International Symposium on Open Collaboration, 2018

Navigating the Challenges of Multi-Site Research.
Proceedings of the Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2018

2017
Evaluating a Computational Approach to Labeling Politeness: Challenges for the Application of Machine Classification to Social Computing Data.
Proc. ACM Hum. Comput. Interact., 2017

Who Wants to Read This?: A Method for Measuring Topical Representativeness in User Generated Content Systems.
Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2017

F#%@ that noise: SoundCloud as (A-)social media?
Proceedings of the Diversity of Engagement: Connecting People and Information in the Physical and Virtual Worlds, 2017

2016
Design and Usability of Interactive User Profiles for Online Health Communities.
ACM Trans. Comput. Hum. Interact., 2016

Leveraging cues from person-generated health data for peer matching in online communities.
J. Am. Medical Informatics Assoc., 2016

Venting Weight: Analyzing the Discourse of an Online Weight Loss Forum.
Proceedings of the World Wide Web and Population Health Intelligence, 2016

2015
From "nobody cares" to "way to go!": A Design Framework for Social Sharing in Personal Informatics.
Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, 2015

Dissecting a Social Botnet: Growth, Content and Influence in Twitter.
Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, 2015

Homophily of Vocabulary Usage: Beneficial Effects of Vocabulary Similarity on Online Health Communities Participation.
Proceedings of the AMIA 2015, 2015

2014
Antisocial computing: exploring design risks in social computing systems.
Interactions, 2014

Designing for Healthy Lifestyles: Design Considerations for Mobile Technologies to Encourage Consumer Health and Wellness.
Found. Trends Hum. Comput. Interact., 2014

Losing It Online: Characterizing Participation in an Online Weight Loss Community.
Proceedings of the 18th International Conference on Supporting Group Work, Sanibel Island, FL, USA, November 09, 2014

Editing beyond articles: diversity & dynamics of teamwork in open collaborations.
Proceedings of the Computer Supported Cooperative Work, 2014

Evaluating health interest profiles extracted from patient-generated data.
Proceedings of the AMIA 2014, 2014

2013
Learning to Detect Vandalism in Social Content Systems: A Study on Wikipedia - Vandalism Detection in Wikipedia.
Proceedings of the Mining Social Networks and Security Informatics, 2013

Project talk: coordination work and group membership in WikiProjects.
Proceedings of the 9th International Symposium on Open Collaboration, Hong Kong, China, August 05, 2013

Managing complexity: strategies for group awareness and coordinated action in Wikipedia.
Proceedings of the 9th International Symposium on Open Collaboration, Hong Kong, China, August 05, 2013

Perception Differences between the Depressed and Non-Depressed Users in Twitter.
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

A content analysis of wikiproject discussions: toward a typology of coordination language used by virtual teams.
Proceedings of the Computer Supported Cooperative Work, 2013

Indicoder: an extensible system for online annotation.
Proceedings of the Computer Supported Cooperative Work, 2013

Patient Moderator Interaction in Online Health Communities.
Proceedings of the AMIA 2013, 2013

2012
Tagging Wikipedia: collaboratively creating a category system.
Proceedings of the ACM 2012 International Conference on Support Group Work, 2012

Building for social translucence: a domain analysis and prototype system.
Proceedings of the CSCW '12 Computer Supported Cooperative Work, 2012

Brainstorming design for health: helping patients utilize patient-generated information on the web.
Proceedings of the CSCW '12 Computer Supported Cooperative Work, Seattle, WA, USA, February 11-15, 2012, 2012

Extracting Everyday Health Interests from Online Communities.
Proceedings of the AMIA 2012, 2012

Text Classification to Weave Medical Advice with Patient Experiences.
Proceedings of the AMIA 2012, 2012

Mentor matching in peer health communities.
Proceedings of the AMIA 2012, 2012

2011
The organization of home media.
ACM Trans. Comput. Hum. Interact., 2011

Barriers to Physical Activity: A Study of Self-Revelation in an Online Community.
J. Medical Syst., 2011

Finding patterns in behavioral observations by automatically labeling forms of wikiwork in Barnstars.
Proceedings of the 7th International Symposium on Wikis and Open Collaboration, 2011

Vandalism detection in Wikipedia: a high-performing, feature-rich model and its reduction through Lasso.
Proceedings of the 7th International Symposium on Wikis and Open Collaboration, 2011

Wiki architectures as social translucence enablers.
Proceedings of the 7th International Symposium on Wikis and Open Collaboration, 2011

Collaborative Sensemaking during Admin Permission Granting in Wikipedia.
Proceedings of the Online Communities and Social Computing, 2011

Multi-Label Classification of Short Text: A Study on Wikipedia Barnstars.
Proceedings of the Analyzing Microtext, 2011

2010
"…is it normal to be this sore?": : using an online forum to investigate barriers to physical activity.
Proceedings of the ACM International Health Informatics Symposium, 2010

Social regulation in an online game: uncovering the problematics of code.
Proceedings of the 2010 International ACM SIGGROUP Conference on Supporting Group Work, 2010

Bringing the field into focus: user-centered design of a patient expertise locator.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

2009
Incorporating collaboratory concepts into informatics in support of translational interdisciplinary biomedical research.
Int. J. Medical Informatics, 2009

Designing for Behavior Change in Everyday Life.
Computer, 2009

Goal-setting considerations for persuasive technologies that encourage physical activity.
Proceedings of the Persuasive Technology, Fourth International Conference, 2009

Musical fingerprints: collaboration around home media collections.
Proceedings of the 2009 International ACM SIGGROUP Conference on Supporting Group Work, 2009

Locating patient expertise in everyday life.
Proceedings of the 2009 International ACM SIGGROUP Conference on Supporting Group Work, 2009

Learning how: the search for craft knowledge on the internet.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

Theory-driven design strategies for technologies that support behavior change in everyday life.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

Using Mobile & Personal Sensing Technologies to Support Health Behavior Change in Everyday Life: Lessons Learned.
Proceedings of the AMIA 2009, 2009

2008
Proactive displays: Supporting awareness in fluid social environments.
ACM Trans. Comput. Hum. Interact., 2008

Activity Recognition for the Digital Home.
Computer, 2008

Relating documents via user activity: the missing link.
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

Wikipedian Self-Governance in Action: Motivating the Policy Lens.
Proceedings of the Second International Conference on Weblogs and Social Media, 2008

Flowers or a robot army?: encouraging awareness & activity with personal, mobile displays.
Proceedings of the UbiComp 2008: Ubiquitous Computing, 10th International Conference, 2008

Articulations of wikiwork: uncovering valued work in wikipedia through barnstars.
Proceedings of the 2008 ACM Conference on Computer Supported Cooperative Work, 2008

Activity sensing in the wild: a field trial of ubifit garden.
Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

2007
Participatory design of a collaborative clinical trial protocol writing system.
Int. J. Medical Informatics, 2007

How-To Web Pages.
Computer, 2007

Visual Conversation Styles in Web Communities.
Proceedings of the 40th Hawaii International International Conference on Systems Science (HICSS-40 2007), 2007

Community, consensus, coercion, control: cs*w or how policy mediates mass participation.
Proceedings of the 2007 International ACM SIGGROUP Conference on Supporting Group Work, 2007

How-To Pages: Informal Systems of Expertise Sharing.
Proceedings of the Tenth European Conference on Computer Supported Cooperative Work, 2007

2006
IT@Home: unraveling complexities of networked devices in the home.
Proceedings of the Extended Abstracts Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006

Broken expectations in the digital home.
Proceedings of the Extended Abstracts Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006

2005
Social matching: A framework and research agenda.
ACM Trans. Comput. Hum. Interact., 2005

Technology, work, and information flows: Lessons from the implementation of a wireless alert pager system.
J. Biomed. Informatics, 2005

Asynchronous communication among clinical researchers: A study for systems design.
Int. J. Medical Informatics, 2005

2004
Incorporating ideas from computer-supported cooperative work.
J. Biomed. Informatics, 2004

A Collaborative Clinical Trial Protocol Writing System.
Proceedings of the MEDINFO 2004, 2004

An Ethnographic Study of Collaborative Clinical Trial Protocol Writing.
Proceedings of the MEDINFO 2004, 2004

The multiple views of inter-organizational authoring.
Proceedings of the 2004 ACM Conference on Computer Supported Cooperative Work, 2004

Augmenting the social space of an academic conference.
Proceedings of the 2004 ACM Conference on Computer Supported Cooperative Work, 2004

2003
Ubiquitous Recommendation Systems.
Computer, 2003

Challenge: ubiquitous location-aware computing and the "place lab" initiative.
Proceedings of the 1st ACM International Workshop on Wireless Mobile Applications and Services on WLAN Hotspots, 2003

Recommending collaboration with social networks: a comparative evaluation.
Proceedings of the 2003 Conference on Human Factors in Computing Systems, 2003

Scenario-based Participatory Design of A Collaborative Clinical Trial Protocol Authoring System.
Proceedings of the AMIA 2003, 2003

Challenges to Physicians' Use of A Wireless Alert Pager.
Proceedings of the AMIA 2003, 2003

2001
Evaluating expertise recommendations.
Proceedings of GROUP 2001, ACM 2001 International Conference on Supporting Group Work, September 30, 2001

2000
Collaborative Support for Informal Information in Collective Memory Systems.
Inf. Syst. Frontiers, 2000

Expertise recommender: a flexible recommendation system and architecture.
Proceedings of the CSCW 2000, 2000

1999
Recommending expertise in an organizational setting.
Proceedings of the CHI '99 Extended Abstracts on Human Factors in Computing Systems, 1999

1998
Just Talk to Me: A Field Study of Expertise Location.
Proceedings of the CSCW '98, 1998

1997
Phoaks: A System for Sharing Recommendations.
Commun. ACM, 1997

Building Task-Specific Interfaces to High Volume Conversational Data.
Proceedings of the Human Factors in Computing Systems, 1997

Desktop Underwriter: Fannie Mae's Automated Mortgage Underwriting Expert System.
Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997

1996
Answer Garden 2: Merging Organizational Memory with Collaborative Help.
Proceedings of the CSCW '96, 1996

1983
Knoesphere: Building Expert Systems With Encyclopedic Knowledge.
Proceedings of the 8th International Joint Conference on Artificial Intelligence. Karlsruhe, 1983


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