Lei Han

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 26

Top Topics

Unanswered Questions

Business Processes

Top Venues

ACM Trans. Inf. Syst.

Publications

Jiechen Xu, Lei Han, Shazia Sadiq, Gianluca Demartini
On the Role of Large Language Models in Crowdsourcing Misinformation Assessment. ICWSM (2024)
Catherine Sai, Shazia W. Sadiq, Lei Han, Gianluca Demartini, Stefanie Rinderle-Ma
Which Legal Requirements are Relevant to a Business Process? Comparing AI-Driven Methods as Expert Aid. RCIS (1) (2024)
Catherine Sai, Shazia Wasim Sadiq, Lei Han, Gianluca Demartini, Stefanie Rinderle-Ma
Identification of Regulatory Requirements Relevant to Business Processes: A Comparative Study on Generative AI, Embedding-based Ranking, Crowd and Expert-driven Methods. CoRR (2024)
Hongliang Ni, Lei Han, Tong Chen, Shazia W. Sadiq, Gianluca Demartini
Fairness without Sensitive Attributes via Knowledge Sharing. FAccT (2024)
Elyas Meguellati, Lei Han, Abraham Bernstein, Shazia W. Sadiq, Gianluca Demartini
How Good are LLMs in Generating Personalized Advertisements? WWW (Companion Volume) (2024)
Jiechen Xu, Lei Han, Shazia Wasim Sadiq, Gianluca Demartini
On the Impact of Showing Evidence from Peers in Crowdsourced Truthfulness Assessments. ACM Trans. Inf. Syst. 42 (3) (2024)
Lei Han, Tianwa Chen, Gianluca Demartini, Marta Indulska, Shazia Sadiq
A Data-Driven Analysis of Behaviors in Data Curation Processes. ACM Trans. Inf. Syst. 41 (3) (2023)
Jiechen Xu, Lei Han, Shazia Sadiq, Gianluca Demartini
On the role of human and machine metadata in relevance judgment tasks. Inf. Process. Manag. 60 (2) (2023)
Aki Barry, Lei Han, Gianluca Demartini
On the Impact of Data Quality on Image Classification Fairness. SIGIR (2023)
Shaochen Yu, Tianwa Chen, Lei Han, Gianluca Demartini, Shazia Sadiq
DataOps-4G: On Supporting Generalists in Data Quality Discovery. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Aki Barry, Lei Han, Gianluca Demartini
On the Impact of Data Quality on Image Classification Fairness. CoRR (2023)
Shaochen Yu, Lei Han, Marta Indulska, Shazia W. Sadiq, Gianluca Demartini
Human-in-the-loop Regular Expression Extraction for Single Column Format Inconsistency. WWW (2023)
Hui Zhou, Lei Han, Gianluca Dermatini, Marta Indulska, Shazia W. Sadiq
A Behavioural Analysis of Metadata Use in Evaluating the Quality of Repurposed Data. ER (2022)
Shaoyang Fan, Lei Han, Gianluca Demartini, Shazia W. Sadiq
Exploring Data Literacy Levels in the Crowd - the Case of COVID-19. ICWSM (2022)
Jiechen Xu, Lei Han, Shaoyang Fan, Shazia W. Sadiq, Gianluca Demartini
Does Evidence from Peers Help Crowd Workers in Assessing Truthfulness? WWW (Companion Volume) (2022)
Lei Han, Kevin Roitero, Ujwal Gadiraju, Cristina Sarasua, Alessandro Checco, Eddy Maddalena, Gianluca Demartini
The Impact of Task Abandonment in Crowdsourcing. IEEE Trans. Knowl. Data Eng. 33 (5) (2021)
Lei Han, Xiao Dong, Gianluca Demartini
Iterative Human-in-the-Loop Discovery of Unknown Unknowns in Image Datasets. HCOMP (2021)
Lei Han, Rudra Sawant, Shaoyang Fan, Glenn Kefford, Gianluca Demartini
An Analysis of the Australian Political Discourse in Sponsored Social Media Content. ADCS (2021)
Lei Han, Eddy Maddalena, Alessandro Checco, Cristina Sarasua, Ujwal Gadiraju, Kevin Roitero, Gianluca Demartini
Crowd Worker Strategies in Relevance Judgment Tasks. WSDM (2020)
Lei Han, Alessandro Checco, Djellel Eddine Difallah, Gianluca Demartini, Shazia Wasim Sadiq
Modelling User Behavior Dynamics with Embeddings. CIKM (2020)
Lei Han, Tianwa Chen, Gianluca Demartini, Marta Indulska, Shazia W. Sadiq
On Understanding Data Worker Interaction Behaviors. SIGIR (2020)
Tianwa Chen, Lei Han, Gianluca Demartini, Marta Indulska, Shazia W. Sadiq
Building Data Curation Processes with Crowd Intelligence. CAiSE Forum (2020)
Lei Han, Kevin Roitero, Ujwal Gadiraju, Cristina Sarasua, Alessandro Checco, Eddy Maddalena, Gianluca Demartini
All Those Wasted Hours: On Task Abandonment in Crowdsourcing. WSDM (2019)
Lei Han, Kevin Roitero, Eddy Maddalena, Stefano Mizzaro, Gianluca Demartini
On Transforming Relevance Scales. CIKM (2019)
Jing Li, Aixin Sun, Zhenchang Xing, Lei Han
API Caveat Explorer - Surfacing Negative Usages from Practice: An API-oriented Interactive Exploratory Search System for Programmers. SIGIR (2018)
Chunyang Chen, Zhenchang Xing, Lei Han
TechLand: Assisting Technology Landscape Inquiries with Insights from Stack Overflow. ICSME (2016)