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Tackling Present Bias with Microtasking Design


Tackling Present Bias with Microtasking Design: Implications for Self ...

To tackle this bias, one approach is to decompose larger tasks or programs into smaller, more manageable chunks, a process known as microtasking.

Present Bias and Microtasking — Arizona State University

One plausible approach to tackle ... Yet, it is far from clear when the microtasking strategy is helpful and how to design the microtasks under different settings ...

ICIS 2021 Proceedings: Present Bias and Microtasking - AIS eLibrary

One plausible approach to tackle ... Yet, it is far from clear when the microtasking strategy is helpful and how to design the microtasks under different settings ...

Present Bias and Microtasking — Experts@Minnesota

One plausible approach to tackle this problem is to divide the whole task (program) into several small chunks, termed microtasking in our paper. Yet, it is far ...

YI GAO - Texas Tech University Departments

Tackling Present Bias with Microtasking Design: Implications for Self-Improvement Apps. Yi Gao, Hong Guo, Dengpan Liu, De Liu, Xuying Zhao. Blockchain ...

A Model for Cognitive Personalization of Microtask Design - PMC

The direct help could bias the result or also mean that a design in the form of personal help is essential when developing cognition-aware ...

Mitigating Cognitive Biases in Multi-Criteria Crowd Assessment - arXiv

In the present study, we ... Typical approaches for bias mitigation are strategic task design or interventions in the annotation process.

Improving Worker Engagement Through Conversational Microtask ...

Our findings have important implications on workflows and task design with regard to better engaging workers in microtask crowdsourcing ...

Investigating and Mitigating Biases in Crowdsourced Data - arXiv

5. Designing and Optimizing Cognitive Debiasing Strategies for Crowdsourcing Annotation. Chien-Ju Ho and Ming Yin. 17. 6. CrowdRL: A ...

A Checklist to Combat Cognitive Biases in Crowdsourcing

haps to what degree) bias is present, so that appropriate ac- tion can be ... the particular task design and suspected cognitive bias at hand. We ...

Cognitive personalization for online microtask labor platforms

... bias. The study compared each cognitive bias with a baseline (simple design with no cognitive bias effect) and the results were then ...

A Labeling Framework Addressing Bias and Ethics in Machine ...

The increased use of machine learning in recent years led to large volumes of data being manually labeled via crowdsourcing microtasks completed by humans.

What You Show is What You Get! Gestures for Microtask ...

In this work, we present the process of constructing this dataset ... Toward microtask crowdsourcing software design work. CSI-SE '16 ...

Using Microtask Continuity to Improve Crowdsourcing

In a survey of 100 Mechanical Turk workers, we find that contextual interruptions are common as a result of current design patterns in which ...

De Liu - GitHub Pages

Tackling Present Bias with Microtasking. Design: Implications for Self-Improvement Apps. Under revision at MIS Quarterly, 2022. 4. Lingli Wang ...

Cognitive Biases in Fact-Checking and Their Countermeasures

Moreover, the current processes and pipelines implemented by fact-checking organizations cannot cope with the current trend as they are not designed ...

Microtask Detection - Ryen White

Microtasks are simple tasks that can be tackled in such ... • Present the implications of microtask detection for the design of information systems to help.

It's getting crowded! Improving the effectiveness of microtask ... - TIB

present guidelines for the efficient design of crowdsourced surveys. 3.1 ... Dealing with Issues Emerging from Poor Task Design. Participants gave us ...

Meta-Analysis of Present-Bias Estimation using Convex Time Budgets

Understanding how and why people make such present-biased choices in many domains informs design of government policy, corporate practices and clinical ...

Using microtasks to crowdsource DBpedia entity classification

Keywords: task design, workflow design, entity classification, DBpedia, microtask crowdsourcing, CrowdFlower ... "Place" and "Organisation" are the most present ...