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- research-articleNovember 2024
U.S. Job-Seekers' Organizational Justice Perceptions of Emotion AI-Enabled Interviews
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue CSCW2Article No.: 454, Pages 1–42https://doi.org/10.1145/3686993Emotion AI is increasingly used to automatically evaluate asynchronous hiring interviews. Although touted for increasing hiring fit and reducing bias, it is unclear how job-seekers perceive emotion AI-enabled asynchronous interviews. This gap is striking,...
- research-articleNovember 2024
The Algorithm and the Org Chart: How Algorithms Can Conflict with Organizational Structures
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue CSCW2Article No.: 364, Pages 1–31https://doi.org/10.1145/3686903Algorithms are introducing changes to individuals? jobs, but do algorithms also lead to changes in the structures of organizations themselves? Organizational structures, as often formalized into organization (org) charts, are meant to facilitate ...
- research-articleOctober 2024
Welfare-Maximizing Pooled Testing
- Simon Finster,
- Michelle González Amador,
- Edwin Lock,
- Francisco Marmolejo-Cossío,
- Evi Micha,
- Ariel D. Procaccia
ACM SIGecom Exchanges (SIGECOM), Volume 22, Issue 1Pages 66–73https://doi.org/10.1145/3699824.3699829This letter provides an overview of our recent work on COVID-19 testing mechanisms that appeared at EC'23. Large-scale testing is crucial in pandemics but resources are often prohibitively constrained. We study a scenario in which a population under ...
- research-articleSeptember 2024
Algorithms for Solving Linear Constraints Over the Ring Of Integers
Cybernetics and Systems Analysis (KLU-CASA), Volume 60, Issue 5Pages 683–695https://doi.org/10.1007/s10559-024-00706-2AbstractThe author proposes algorithms for constructing a prebasis and the basis of the set of solutions to systems of linear constraints in the form of equalities and inequalities in the domains of integers, which are based on combined coefficients of ...
- research-articleAugust 2024
Algorithmic Subjectivities
ACM Transactions on Computer-Human Interaction (TOCHI), Volume 31, Issue 3Article No.: 35, Pages 1–34https://doi.org/10.1145/3660344This article considers how subjectivities are enlivened in algorithmic systems. We first review related literature to clarify how we see “subjectivities” as emerging through a tangled web of processes and actors. We then offer two case studies ...
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- research-articleAugust 2024
Students Struggle with Concepts in Dijkstra's Algorithm
ICER '24: Proceedings of the 2024 ACM Conference on International Computing Education Research - Volume 1Pages 154–165https://doi.org/10.1145/3632620.3671096Teachers who are aware of potential student misconceptions teach better than teachers who do not. In this article, we focus on misconceptions in the context of teaching and learning graph algorithms: we seek to discover student misconceptions about ...
- research-articleJuly 2024
Solving Third Order Linear Difference Equations in Terms of Second Order Equations
ISSAC '24: Proceedings of the 2024 International Symposium on Symbolic and Algebraic ComputationPages 457–463https://doi.org/10.1145/3666000.3669719We present two algorithms for computing what we call the absolute factorization of a difference operator. We also give an algorithm for solving third order difference equations in terms of second order equations, together with applications to OEIS ...
- short-paperJuly 2024
ReNeuIR at SIGIR 2024: The Third Workshop on Reaching Efficiency in Neural Information Retrieval
SIGIR '24: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information RetrievalPages 3051–3054https://doi.org/10.1145/3626772.3657994The Information Retrieval (IR) community has a rich history of empirically measuring novel retrieval methods in terms of effectiveness and efficiency. However, as the search ecosystem is developing rapidly, comparatively little attention has been paid to ...
- short-paperJuly 2024
International Workshop on Algorithmic Bias in Search and Recommendation (BIAS)
- Alejandro BellogÍn,
- Ludovico Boratto,
- Styliani Kleanthous,
- Elisabeth Lex,
- Francesca Maridina Malloci,
- Mirko Marras
SIGIR '24: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information RetrievalPages 3033–3035https://doi.org/10.1145/3626772.3657990Creating efficient and effective search and recommendation algorithms has been the main objective of industry practitioners and academic researchers over the years. However, recent research has shown how these algorithms trained on historical data lead ...
- ArticleJuly 2024
On the Use of a Simulation Framework for Studying Accessibility Challenges Faced by People with Disabilities in Indoor Environments
AbstractNavigating indoor spaces is known to be significantly challenges for individuals with mobility and sensory impairments due to the presence of physical barriers and inadequate accessible signage. Current laws and efforts have not led to meeting ...
- research-articleAugust 2024
Analysis of the Security Level of Information Systems and Methods for Detecting Network Anomalies
CompSysTech '24: Proceedings of the International Conference on Computer Systems and Technologies 2024Pages 10–15https://doi.org/10.1145/3674912.3674924ABSTRACT: The paper delves into the fundamentals of information systems security, providing an analysis of the security levels of both information and network resources. It describes various types of attacks on information systems along with their ...
- research-articleJune 2024
Synchronous Dynamical Systems on Directed Acyclic Graphs: Complexity and Algorithms
ACM Transactions on Computation Theory (TOCT), Volume 16, Issue 2Article No.: 11, Pages 1–34https://doi.org/10.1145/3653723Discrete dynamical systems serve as useful formal models to study diffusion phenomena in social networks. Several recent articles have studied the algorithmic and complexity aspects of some decision problems on synchronous Boolean networks, which are ...
- abstractJune 2024
AI-SIPM 2024: International Workshop on Artificial Intelligence for Signal, Image Processing and Multimedia
- Mahasak Ketcham,
- Kanyalag Phodong,
- Patiyuth Pramkeaw,
- Worawut Yimyam,
- Narumol Chumuang,
- Pokpong Songmuang,
- Thittaporn Ganokratanaa
ICMR '24: Proceedings of the 2024 International Conference on Multimedia RetrievalPages 1330–1331https://doi.org/10.1145/3652583.3659998The International Workshop on Artificial Intelligence for Signal, Image Processing, and Multimedia (AI-SIPM) aims to provide a platform for researchers, practitioners, and industry professionals to exchange ideas, discuss recent advancements, and explore ...
- research-articleMay 2024
History-Independent Dynamic Partitioning: Operation-Order Privacy in Ordered Data Structures
Proceedings of the ACM on Management of Data (PACMMOD), Volume 2, Issue 2Article No.: 108, Pages 1–27https://doi.org/10.1145/3651609A data structure is history independent if its internal representation reveals nothing about the history of operations beyond what can be determined from the current contents of the data structure. History independence is typically viewed as a security ...
- research-articleMay 2024
Layered List Labeling
Proceedings of the ACM on Management of Data (PACMMOD), Volume 2, Issue 2Article No.: 101, Pages 1–19https://doi.org/10.1145/3651602The list-labeling problem is one of the most basic and well-studied algorithmic primitives in data structures, with an extensive literature spanning upper bounds, lower bounds, and data management applications. The classical algorithm for this problem, ...
- research-articleMay 2024Honorable Mention
For Me or Not for Me? The Ease With Which Teens Navigate Accurate and Inaccurate Personalized Social Media Content
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 904, Pages 1–7https://doi.org/10.1145/3613904.3642297Social media apps present personalized content to users. Such content is often described as “for you,” raising questions about the relationship between users’ sense of “self” and the “you” that is represented. Answering such questions is pressing in the ...
- extended-abstractMay 2024
Computing Nash Equilibria in Multidimensional Congestion Games
AAMAS '24: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent SystemsPages 2309–2311We study pure-strategy Nash equilibrium (PSNE) computation in k-dimensional congestion games (k-DCGs) where the weights or demands of the players are k-dimensional vectors. We first show that deciding the existence of a PSNE in a k-DCG is NP-complete ...
- research-articleApril 2024
Embedding Democratic Values into Social Media AIs via Societal Objective Functions
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue CSCW1Article No.: 163, Pages 1–36https://doi.org/10.1145/3641002Mounting evidence indicates that the artificial intelligence (AI) systems that rank our social media feeds bear nontrivial responsibility for amplifying partisan animosity: negative thoughts, feelings, and behaviors toward political out-groups. Can we ...
- research-articleApril 2024
"I'm Constantly in This Dilemma": How Migrant Technology Professionals Perceive Social Media Recommendation Algorithms
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue CSCW1Article No.: 65, Pages 1–33https://doi.org/10.1145/3637342Migrants experience unique needs and use social media, in part, to address them. While prior work has primarily focused on migrant populations who are vulnerable socio-economically and legally, less is known about how highly educated migrant populations ...
- posterMarch 2024
Teaching Algorithm Design: A Literature Review
SIGCSE 2024: Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 2Pages 1722–1723https://doi.org/10.1145/3626253.3635548Algorithm design is a vital skill developed in most undergraduate Computer Science (CS) programs, but few research studies focus on pedagogy related to Algorithms coursework. To understand the work that has been done in the area, we present a systematic ...