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In the shadow of the digital revolution, the insidious issue of human trafficking has found new breeding grounds within the realms of social media and online job boards. Previous research efforts have predominantly centered on identifying…

Social and Information Networks · Computer Science 2024-06-19 Siyi Zhou , Jiankun Peng , Emilio Ferrara

Transition to autonomous trucks (ATs) is coming, and is expected to create both challenges and opportunities for the driver workforce. This paper presents a novel methodology for identifying viable occupational transitions for truck drivers…

Human-Computer Interaction · Computer Science 2025-12-02 Alexandra Bratanova , Claire Mason , David Evans , Emma Schleiger , Einat Grimberg , Gavin Walker , Hien Pham , Keeley Bulled

Employee turnover refers to an individual's termination of employment from the current organization. It is one of the most persistent challenges for firms, especially those ones in Information Technology (IT) industry that confront high…

Machine Learning · Computer Science 2025-02-05 Hao Liu , Yong Ge

Occupational mobility is an emergent strategy to cope with technological unemployment by facilitating efficient labor redeployment. However, previous studies analyzing networks show that the boundaries to smooth mobility are constrained by…

Physics and Society · Physics 2024-11-07 Soohyoung Lee , Dawoon Jeong , Jeong-Dong Lee

Workers separate from jobs, search for jobs, accept jobs, and fund consumption with their wages. Firms recruit workers to fill vacancies. Search frictions prevent firms from instantly hiring available workers. Unemployment persists. These…

General Economics · Economics 2023-11-13 Rich Ryan

Teleoperated quadruped robots are increasingly deployed in safety-critical missions -- industrial inspection, military reconnaissance, and emergency response -- yet the security of their communication and control infrastructure remains…

Robotics · Computer Science 2026-03-02 Mohammad Sabouri

Mathematical modelling of unemployment dynamics attempts to predict the probability of a job seeker finding a job as a function of time. This is typically achieved by using information in unemployment records. These records are right…

Applications · Statistics 2021-07-27 Pavle Boškoski , Matija Perne , Martina Rameša , Biljana Mileva Boshkoska

Decisions such as which movie to watch next, which song to listen to, or which product to buy online, are increasingly influenced by recommender systems and user models that incorporate information on users' past behaviours, preferences,…

Artificial Intelligence · Computer Science 2023-01-13 Inga Strümke , Marija Slavkovik , Clemens Stachl

The work is devoted to a modern state, methods and tools of monitoring, assessment and prediction of the indicators showing physical condition of a person and his/her capabilities to perform work duties. The work contains an analysis of…

Human-Computer Interaction · Computer Science 2017-05-11 V. Ya. Vilisov , D. A. Dyatlova

As Large Language Models reshape the global labor market, policymakers and workers need empirical data on which occupational skills may be most susceptible to automation. We present the Skill Automation Feasibility Index (SAFI),…

Computation and Language · Computer Science 2026-04-09 Rudra Jadhav , Janhavi Danve

Although employment web sites have recently become the main source for re- cruitment and selection process, the relation between those sites and unemploy- ment rates is seldom addressed. Deriving data from 32 countries and 427 web sites,…

Applications · Statistics 2014-03-11 M. Lutfi Arslan , Sadi Evren Seker

Technological change is responsible for major changes in the labor market. One of the offspring of technological change is the SBTC, which is for many economists the leading cause of the increasing wage inequality. However, despite that the…

General Economics · Economics 2020-01-27 Virginia Tsoukatou

Direct measurement ergonomic assessment is reshaping occupational safety by facilitating highly reliable risk estimation. Industry 5.0, advocating human-centricity, has catalysed increasing adoption of direct measurement tools in…

Human-Computer Interaction · Computer Science 2025-07-29 Charu Tripathi , Manish Arora , Amaresh Chakrabarti

We focus on occupational diversity in platform-mediated work to advance conceptual and empirical insight into the occupationally embedded nature of platform labor. We pursue this focus in response to a prevailing tendency to treat platform…

Human-Computer Interaction · Computer Science 2026-04-07 Pyeonghwa Kim , Taylor Lewandowski , Michael Dunn , Steve Sawyer

We examine multi-task benchmarks in machine learning through the lens of social choice theory. We draw an analogy between benchmarks and electoral systems, where models are candidates and tasks are voters. This suggests a distinction…

Machine Learning · Computer Science 2024-05-07 Guanhua Zhang , Moritz Hardt

Algorithmic profiling is increasingly used in the public sector as a means to allocate limited public resources effectively and objectively. One example is the prediction-based statistical profiling of job seekers to guide the allocation of…

Computers and Society · Computer Science 2021-08-10 Christoph Kern , Ruben L. Bach , Hannah Mautner , Frauke Kreuter

Due to the new advancements in automation using Artificial Intelligence, Robotics and Internet of Things it has become crucial to pay attention to possible vulnerabilities in order to avoid cyber attack and hijacking that can occur which…

Cryptography and Security · Computer Science 2020-08-20 Chinwe Ekenna , Bharvee Acharya

As artificial intelligence assumes cognitive labor, no quantitative framework predicts when human capability loss becomes catastrophic. We present a two-variable dynamical systems model coupling capability (H) and delegation (D), grounded…

Computers and Society · Computer Science 2026-03-26 Jeongju Park , Musu Kim , Sekyung Han

Demand for technology focused STEM professionals will increase globally over the coming decade, with many countries finding it difficult to meet growing demand. Compounding this are difficulties in attracting and retaining female…

Computers and Society · Computer Science 2025-10-28 Shondell Williams , Karen Blackmore , Regina Berretta , Michelle Mansfield

We present an extended version of the AI Productivity Index (APEX-v1-extended), a benchmark for assessing whether frontier models are capable of performing economically valuable tasks in four jobs: investment banking associate, management…

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