Oblivion of Online Reputation: How Time Cues Improve Online Recruitment

05/13/2020
by   Alexander Novotny, et al.
0

In online crowdsourcing labour markets, employers decide which job-seekers to hire based on their reputation profiles. If reputation systems neglect the aspect of time when displaying reputation profiles, though, employers risk taking false decisions, deeming an obsolete reputation to be still relevant. As a consequence, job-seekers might be unwarrantedly deprived of getting hired for new jobs and can be harmed in their professional careers in the long-run. This paper argues that exposing employers to the temporal context of job-seekers' reputation leads to better hiring decisions. The visible temporal context in reputation systems helps employers to ignore a job-seeker's obsolete reputation. An experimental lab study with 335 students shows that current reputation systems fall short of making them aware of obsolete reputation. In contrast, graphical time cues improve the social efficiency of hiring decisions.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
07/15/2019

Should we Embed? A Study on the Online Performance of Utilizing Embeddings for Real-Time Job Recommendations

In this work, we present the findings of an online study, where we explo...
research
02/20/2014

Interpreting social cues to generate credible affective reactions of virtual job interviewers

In this paper we describe a mechanism of generating credible affective r...
research
05/29/2020

Deep Job Understanding at LinkedIn

As the world's largest professional network, LinkedIn wants to create ec...
research
11/16/2017

On Analyzing Job Hop Behavior and Talent Flow Networks

Analyzing job hopping behavior is important for the understanding of job...
research
11/15/2016

A Novel Approach for Learning How to Automatically Match Job Offers and Candidate Profiles

Automatic matching of job offers and job candidates is a major problem f...
research
04/03/2023

Load Balancing with Job-Size Testing: Performance Improvement or Degradation?

In the context of decision making under explorable uncertainty, scheduli...
research
02/16/2022

Learning Transferrable Representations of Career Trajectories for Economic Prediction

Understanding career trajectories – the sequences of jobs that individua...

Please sign up or login with your details

Forgot password? Click here to reset