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- research-articleApril 2024
A Survey of Algorithmic Methods for Competency Self-Assessments in Human-Autonomy Teaming
ACM Computing Surveys (CSUR), Volume 56, Issue 7Article No.: 164, Pages 1–31https://doi.org/10.1145/3616010Humans working with autonomous artificially intelligent systems may not be experts in the inner workings of their machine teammates, but need to understand when to employ, trust, and rely on the system. A critical challenge is to develop machine agents ...
- surveyOctober 2023
Detecting Harmful Content on Online Platforms: What Platforms Need vs. Where Research Efforts Go
- Arnav Arora,
- Preslav Nakov,
- Momchil Hardalov,
- Sheikh Muhammad Sarwar,
- Vibha Nayak,
- Yoan Dinkov,
- Dimitrina Zlatkova,
- Kyle Dent,
- Ameya Bhatawdekar,
- Guillaume Bouchard,
- Isabelle Augenstein
ACM Computing Surveys (CSUR), Volume 56, Issue 3Article No.: 72, Pages 1–17https://doi.org/10.1145/3603399The proliferation of harmful content on online platforms is a major societal problem, which comes in many different forms, including hate speech, offensive language, bullying and harassment, misinformation, spam, violence, graphic content, sexual abuse, ...
- surveyDecember 2022
A Survey on Synchronous Augmented, Virtual, andMixed Reality Remote Collaboration Systems
ACM Computing Surveys (CSUR), Volume 55, Issue 6Article No.: 116, Pages 1–27https://doi.org/10.1145/3533376Remote collaboration systems have become increasingly important in today’s society, especially during times when physical distancing is advised. Industry, research, and individuals face the challenging task of collaborating and networking over long ...
- surveyFebruary 2022
A Survey on Task Assignment in Crowdsourcing
ACM Computing Surveys (CSUR), Volume 55, Issue 3Article No.: 49, Pages 1–35https://doi.org/10.1145/3494522Quality improvement methods are essential to gathering high-quality crowdsourced data, both for research and industry applications. A popular and broadly applicable method is task assignment that dynamically adjusts crowd workflow parameters. In this ...
- surveyNovember 2021
Capturing Dynamics of Information Diffusion in SNS: A Survey of Methodology and Techniques
ACM Computing Surveys (CSUR), Volume 55, Issue 1Article No.: 22, Pages 1–51https://doi.org/10.1145/3485273Studying information diffusion in SNS (Social Networks Service) has remarkable significance in both academia and industry. Theoretically, it boosts the development of other subjects such as statistics, sociology, and data mining. Practically, diffusion ...
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- surveySeptember 2020
A Survey of Fake News: Fundamental Theories, Detection Methods, and Opportunities
ACM Computing Surveys (CSUR), Volume 53, Issue 5Article No.: 109, Pages 1–40https://doi.org/10.1145/3395046The explosive growth in fake news and its erosion to democracy, justice, and public trust has increased the demand for fake news detection and intervention. This survey reviews and evaluates methods that can detect fake news from four perspectives: the ...
- surveyJuly 2020
Blockchains: A Systematic Multivocal Literature Review
ACM Computing Surveys (CSUR), Volume 53, Issue 3Article No.: 61, Pages 1–37https://doi.org/10.1145/3369052Blockchain technology has gained tremendous popularity both in practice and academia. The goal of this article is to develop a coherent overview of the state of the art in blockchain technology, using a systematic (i.e., protocol-based, replicable), ...
- surveyFebruary 2020
Frameworks for Collective Intelligence: A Systematic Literature Review
ACM Computing Surveys (CSUR), Volume 53, Issue 1Article No.: 14, Pages 1–36https://doi.org/10.1145/3368986Over the last few years, Collective Intelligence (CI) platforms have become a vital resource for learning, problem solving, decision-making, and predictions. This rising interest in the topic has to led to the development of several models and ...
- surveyJanuary 2019
“Dave...I can assure you ...that it’s going to be all right ...” A Definition, Case for, and Survey of Algorithmic Assurances in Human-Autonomy Trust Relationships
ACM Computing Surveys (CSUR), Volume 51, Issue 6Article No.: 113, Pages 1–37https://doi.org/10.1145/3267338People who design, use, and are affected by autonomous artificially intelligent agents want to be able to trust such agents—that is, to know that these agents will perform correctly, to understand the reasoning behind their actions, and to know how to ...
- tutorialSeptember 2017
Systems Applications of Social Networks
ACM Computing Surveys (CSUR), Volume 50, Issue 5Article No.: 63, Pages 1–42https://doi.org/10.1145/3092742The aim of this article is to provide an understanding of social networks as a useful addition to the standard toolbox of techniques used by system designers. To this end, we give examples of how data about social links have been collected and used in ...
- surveyAugust 2016
A Survey of Signed Network Mining in Social Media
ACM Computing Surveys (CSUR), Volume 49, Issue 3Article No.: 42, Pages 1–37https://doi.org/10.1145/2956185Many real-world relations can be represented by signed networks with positive and negative links, as a result of which signed network analysis has attracted increasing attention from multiple disciplines. With the increasing prevalence of social media ...
- research-articleFebruary 2009
A life-cycle perspective on online community success
ACM Computing Surveys (CSUR), Volume 41, Issue 2Article No.: 11, Pages 1–29https://doi.org/10.1145/1459352.1459356Using the information systems lifecycle as a unifying framework, we review online communities research and propose a sequence for incorporating success conditions during initiation and development to increase their chances of becoming a successful ...
- research-articleMarch 2008
Structuring dimensions for collaborative systems evaluation
ACM Computing Surveys (CSUR), Volume 44, Issue 2Article No.: 8, Pages 1–28https://doi.org/10.1145/2089125.2089128Collaborative systems evaluation is always necessary to determine the impact a solution will have on the individuals, groups, and the organization. Several methods of evaluation have been proposed. These methods comprise a variety of approaches with ...
- articleJune 1999
DISCIPLE: a framework for multimodal collaboration in heterogeneous environments
This paper presents a framework for sharing JavaBeans applications in real-time synchronous collaboration. A generic collaboration bus provides a plug-and-play environment that enables collaboration with applications that may or may not be collaboration ...