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The emergence of the modern gig economy introduces a new set of employment considerations for firms and laborers that include various trade-offs. With a game-theoretical approach, we examine the influences of technology, policy and markets…

物理与社会 · 物理学 2021-03-25 Kevin Hu , Feng Fu

Problem, Research Strategy, and Findings: Planning professions in the United States navigate complex and dynamic career landscapes under rapid urban changes, yet comprehensive evidence regarding their career trajectories, advancement…

计算机与社会 · 计算机科学 2026-05-14 Yan Wang , Su Jeong Jo

Unemployment insurance provides temporary cash benefits to eligible unemployed workers. Benefits are sometimes extended by discretion during economic slumps. In a model that features temporary benefits and sequential job opportunities, a…

综合经济学 · 经济学 2023-12-22 Rich Ryan

Credit scoring has been catalogued by the European Commission and the Executive Office of the US President as a high-risk classification task, a key concern being the potential harms of making loan approval decisions based on models that…

机器学习 · 计算机科学 2024-02-06 Pablo Casas , Christophe Mues , Huan Yu

Analysis of the 2007-8 credit crisis has concentrated on issues of relaxed lending standards, and the perception of irrational behaviour by speculative investors in real estate and other assets. Asset backed securities have been extensively…

综合金融 · 定量金融 2012-08-06 Jacky Mallett

Charts are very common for exploring data and communicating insights, but extracting key takeaways from charts and articulating them in natural language can be challenging. The chart-to-text task aims to automate this process by generating…

Crowd employment is a new form of short term employment that has been rapidly becoming a source of income for a vast number of people around the globe. It differs considerably from more traditional forms of work, yet similar ethical and…

社会与信息网络 · 计算机科学 2017-11-10 Lisa Posch , Arnim Bleier , Fabian Flöck , Markus Strohmaier

Rapid rise in income inequality in India is a serious concern. While the emphasis is on inclusive growth, it seems difficult to tackle the problem without looking at the intricacies of the problem. Social mobility is one such important tool…

综合经济学 · 经济学 2021-02-02 A. Singh , A. Forcina , K. Muniyoor

The writers propose a mathematical Method for deriving risk weights which describe how a borrower's income, relative to their debt service obligations (serviceability) affects the probability of default of the loan. The Method considers the…

风险管理 · 定量金融 2011-11-24 Graham Andersen , David Chisholm

The rapid growth of the digital platform economy is transforming labor markets, offering new employment opportunities with promises of flexibility and accessibility. However, these benefits often come at the expense of increased economic…

计算机与社会 · 计算机科学 2025-10-23 Clara Punzi

How many workers displaced by automation can realistically transition to safer jobs? We answer this using a validated knowledge graph of 9,978 Egyptian job postings, 19,766 skill activities, and 84,346 job-skill relationships (0.74% error…

计算机与社会 · 计算机科学 2026-01-30 Ahmed Dawoud , Sondos Samir , Youssef Nasr , Ahmed Habashy , Aya Saleh , Mahmoud Mohamed , Osama El-Shamy

This paper addresses the structure and dynamics of an open market economy and its relations with the real interest rate. In this respect, the paper is situated within a broad conventional literature. However, it departs from the standard…

综合经济学 · 经济学 2026-05-06 Carlos Esteban Posada , Liz Londoño-Sierra

Online labor markets give people in poor countries direct access to buyers in rich countries. Economic theory and empirical evidence strongly suggest that this kind of access improves human welfare. However, critics claim that abuses are…

计算机与社会 · 计算机科学 2010-01-11 John Horton

This paper empirically analyzes a dataset published by the European Banking Authority. Our main aim was to study how the Leverage Ratio is affected by adverse financial scenarios. This was be followed by observing how Leverage Ratio…

风险管理 · 定量金融 2022-06-27 Jatin Dhingra , Kartikeya Singh , Siddhartha P. Chakrabarty

A major determinant of the quality of software systems is the quality of their requirements, which should be both understandable and precise. Most requirements are written in natural language, good for understandability but lacking in…

Large Language Models (LLMs) are reshaping consumer decision-making, particularly in communication with firms, yet our understanding of their impact remains limited. This research explores the effect of LLMs on consumer complaints submitted…

人机交互 · 计算机科学 2025-02-17 Minkyu Shin , Jin Kim , Jiwoong Shin

The gig economy is characterized by short-term contract work completed by independent workers who are paid to perform "gigs", and who have control over when, whether and how they conduct work. Gig economy platforms (e.g., Uber, Lyft,…

人机交互 · 计算机科学 2023-06-23 Jane Hsieh , Oluwatobi Adisa , Sachi Bafna , Haiyi Zhu

Machine Learning algorithms are ubiquitous in key decision-making contexts such as organizational justice or healthcare, which has spawned a great demand for fairness in these procedures. In this paper we focus on the application of fair ML…

机器学习 · 统计学 2025-04-01 Arturo Pérez-Peralta , Sandra Benítez-Peña , Rosa E. Lillo

As more individuals consider permanently working from home, the online labor market continues to grow as an alternative working environment. While the flexibility and autonomy of these online gigs attracts many workers, success depends…

人机交互 · 计算机科学 2022-04-12 Jane Hsieh , Yili Hong , Gordon Burtch , Haiyi Zhu

We consider extensive data on Spanish international trades and population composition and, through statistical-mechanics and graph-theory driven analysis, we unveil that the social network made of native and foreign-born individuals plays a…

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