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A current concern in the field of Artificial Intelligence (AI) is to ensure the trustworthiness of AI systems. The development of explainability methods is one prominent way to address this, which has often resulted in the assumption that…

Human-Computer Interaction · Computer Science 2023-12-05 Roel Visser , Tobias M. Peters , Ingrid Scharlau , Barbara Hammer

Modern socio-technical systems increasingly involve multi-stakeholder environments where actors simultaneously cooperate and compete. These coopetitive relationships exhibit dynamic trust evolution based on observed behavior over repeated…

Multiagent Systems · Computer Science 2026-01-22 Vik Pant , Eric Yu

Horizontal integration of access technologies to networks and services should be accompanied by some kind of convergence of authentication technologies. The missing link for the federation of user identities across the technological…

Cryptography and Security · Computer Science 2007-05-23 Nicolai Kuntze , Andreas U. Schmidt

Human-robot teams have the ability to perform better across various tasks than human-only and robot-only teams. However, such improvements cannot be realized without proper task allocation. Trust is an important factor in teaming…

Robotics · Computer Science 2021-10-12 Arsha Ali , Hebert Azevedo-Sa , Dawn M. Tilbury , Lionel P. Robert

The advances and successes in deep learning in recent years have led to considerable efforts and investments into its widespread ubiquitous adoption for a wide variety of applications, ranging from personal assistants and intelligent…

Machine Learning · Computer Science 2020-10-01 Andrew Hryniowski , Xiao Yu Wang , Alexander Wong

Trust is a fundamental concept in human decision-making and collaboration that has long been studied in philosophy and psychology. However, software engineering (SE) articles often use the term trust informally; providing an explicit…

Software Engineering · Computer Science 2026-01-29 Sebastian Baltes , Timo Speith , Brenda Chiteri , Seyedmoein Mohsenimofidi , Shalini Chakraborty , Daniel Buschek

Trust has been explored by many researchers in the past as a successful solution for assisting recommender systems. Even though the approach of using a web-of-trust scheme for assisting the recommendation production is well adopted, issues…

Social and Information Networks · Computer Science 2012-08-07 Georgios Pitsilis , Svein J. Knapskog

The data generated by the devices and existing infrastructure in the Internet of Things (IoT) should be shared among applications. However, data sharing in the IoT can only reach its full potential when multiple participants contribute…

Computers and Society · Computer Science 2016-11-18 Quyet H. Cao , Imran Khan , Reza Farahbakhsh , Giyyarpuram Madhusudan , Gyu Myoung Lee , Noel Crespi

Since the dawn of human civilization, trust has been the core challenge of social organization. Trust functions to reduce the effort spent in constantly monitoring others' actions in order to verify their assertions, thus facilitating…

Distributed, Parallel, and Cluster Computing · Computer Science 2023-01-18 Rohan Madhwal , Johan Pouwelse

In a human-AI collaboration, users build a mental model of the AI system based on its reliability and how it presents its decision, e.g. its presentation of system confidence and an explanation of the output. Modern NLP systems are often…

Computation and Language · Computer Science 2023-10-23 Shehzaad Dhuliawala , Vilém Zouhar , Mennatallah El-Assady , Mrinmaya Sachan

The Social Internet of Things (SIoT), integration of the Internet of Things and Social Networks paradigms, has been introduced to build a network of smart nodes that are capable of establishing social links. In order to deal with…

Machine Learning · Computer Science 2021-03-04 Soroush Aalibagi , Hamidreza Mahyar , Ali Movaghar , H. Eugene Stanley

Secure communication mechanisms in Wireless Sensor Networks (WSNs) have been widely deployed to ensure confidentiality, authenticity and integrity of the nodes and data. Recently many WSNs applications rely on trusted communication to…

Networking and Internet Architecture · Computer Science 2012-07-27 Yusnani Mohd Yussoff , Habibah Hashim , Mohd Dani Baba

The rapid advancement of Large Language Models has given rise to autonomous LLM-based agents capable of complex reasoning and execution. As these agents transition from isolated operation to collaborative ecosystems, we witness the…

Artificial Intelligence · Computer Science 2026-05-20 Yixiang Yao , Yuhang Yao , Xinyi Fan , Jiechao Gao , Jie Wang , Minjia Zhang , Srivatsan Ravi , Carlee Joe-Wong

The extensive deployment of probabilistic algorithms has radically changed our perspective on several well-established computational notions. Correctness is probably the most basic one. While a typical probabilistic program cannot be said…

Logic in Computer Science · Computer Science 2025-02-17 Francesco A. Genco , Giuseppe Primiero

In recent years, e-commerce platforms have become one of the most prominent examples of large-scale interaction networks, where understanding influence dynamics among users, products, and digital entities is essential for applications such…

Social and Information Networks · Computer Science 2026-04-28 Shima Esfandiari , Seyed Mostafa Fakhrahmad

Non-centralized recommendation-based decision making is a central feature of several social and technological processes, such as market dynamics, peer-to-peer file-sharing and the web of trust of digital certification. We investigate the…

Physics and Society · Physics 2011-10-07 Oliver Richters , Tiago P. Peixoto

Probabilistic machine learning increasingly informs critical decisions in medicine, economics, politics, and beyond. We need evidence to support that the resulting decisions are well-founded. To aid development of trust in these decisions,…

Machine Learning · Computer Science 2021-12-08 Tamara Broderick , Andrew Gelman , Rachael Meager , Anna L. Smith , Tian Zheng

The structure of an online social network in most cases cannot be described just by links between its members. We study online social networks, in which members may have certain attitude, positive or negative toward each other, and so the…

Social and Information Networks · Computer Science 2012-12-10 Cong Wang , Andrei A. Bulatov

Trust assessment plays a key role in many online applications, such as online money lending, product reviewing and active friending. Trust models usually employ a group of parameters to represent the trust relation between a trustor-trustee…

Social and Information Networks · Computer Science 2019-09-24 Luke Liu , Qing Yang

The majority of Semantic Web search engines retrieve information by focusing on the use of concepts and relations restricted to the query provided by the user. By trying to guess the implicit meaning between these concepts and relations,…

Information Retrieval · Computer Science 2012-11-28 Manuel Rojas
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