Characterizing practices, limitations, and opportunities related to text information extraction workflows: A human-in-the-loop perspective

S Rahman, E Kandogan - Proceedings of the 2022 CHI Conference on …, 2022 - dl.acm.org
Information extraction (IE) approaches often play a pivotal role in text analysis and require
significant human intervention. Therefore, a deeper understanding of existing IE practices …

Understanding Strategies and Challenges of Conducting Daily Data Analysis (DDA) Among Blind and Low-vision People

C Jiang, W Lei, E Kuang, T Han, M Fan - Proceedings of the 25th …, 2023 - dl.acm.org
Being able to analyze and derive insights from data, which we call Daily Data Analysis
(DDA), is an increasingly important skill in everyday life. While the accessibility community …

Guided text-based item exploration

B Omidvar-Tehrani, A Personnaz… - Proceedings of the 31st …, 2022 - dl.acm.org
Exploratory Data Analysis (EDA) provides guidance to users to help them refine their needs
and find items of interest in large volumes of structured data. In this paper, we develop …

Towards Transparent, Reusable, and Customizable Data Science in Computational Notebooks

F Choi, S Rahman, H Kim, D Zhang - … of the 2023 CHI Conference on …, 2023 - dl.acm.org
Data science workflows are human-centered processes involving on-demand programming
and analysis. While programmable and interactive interfaces such as widgets embedded …

Datachat: An intuitive and collaborative data analytics platform

RJL John, D Bacon, J Chen, U Ramesh, J Li… - Companion of the 2023 …, 2023 - dl.acm.org
Enterprises invest in data platforms with the aim of extracting meaningful information through
analytics. Typically, experts create analytics pipelines that feed into dashboards and provide …

Knowledge Acquisition and Integration with Expert-in-the-loop

S Rahman, F Choi, H Kim, D Zhang… - arxiv preprint arxiv …, 2024 - arxiv.org
Constructing and serving knowledge graphs (KGs) is an iterative and human-centered
process involving on-demand programming and analysis. In this paper, we present Kyurem …

Towards integrated, interactive, and extensible text data analytics with Leam

P Griggs, C Demiralp, S Rahman - Proceedings of the Second …, 2021 - aclanthology.org
From tweets to product reviews, text is ubiquitous on the web and often contains valuable
information for both enterprises and consumers. However, the online text is generally noisy …