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- abstractJune 2024
Eighth Workshop on Human-In-the-Loop Data Analytics (HILDA)
SIGMOD/PODS '24: Companion of the 2024 International Conference on Management of DataPages 657–658https://doi.org/10.1145/3626246.3655017HILDA brings together researchers and practitioners to exchange ideas and results on human-data interaction. It explores how data management and analysis can be made more effective when taking into account the people who design and build these processes ...
- editorialMay 2024
PACMMOD Volume 2 Issue 3: Editorial
Proceedings of the ACM on Management of Data (PACMMOD), Volume 2, Issue 3Article No.: 114, Pages 1–2https://doi.org/10.1145/3654917Welcome to Issue 3 of Volume 2 of the Proceedings of the ACM on Management of Data. This issue has papers submitted to the SIGMOD research track of PACMMOD, whose submission deadline was October 15, 2023. Out of 287 submissions in this round, a total of ...
- editorialMarch 2024
PACMMOD Volume 2 Issue 1: Editorial
Proceedings of the ACM on Management of Data (PACMMOD), Volume 2, Issue 1Article No.: 1, Pages 1–2https://doi.org/10.1145/3639256Welcome to Issue 1 of Volume 2 of the Proceedings of the ACM on Management of Data, which has papers from the third round of submissions to the SIGMOD research track.
Out of 230 submissions in this round, whose submission deadline was July 15, 2023, a ...
- research-articleDecember 2023
SeeSaw: Interactive Ad-hoc Search Over Image Databases
Proceedings of the ACM on Management of Data (PACMMOD), Volume 1, Issue 4Article No.: 260, Pages 1–26https://doi.org/10.1145/3626754As image datasets become ubiquitous, the problem of ad-hoc searches over image data is increasingly important. Many high-level data tasks in machine learning, such as constructing datasets for training and testing object detectors, imply finding ad-hoc ...
- research-articleDecember 2023
Lightweight Materialization for Fast Dashboards Over Joins
Proceedings of the ACM on Management of Data (PACMMOD), Volume 1, Issue 4Article No.: 248, Pages 1–27https://doi.org/10.1145/3626735Dashboards are vital in modern business intelligence tools, providing non-technical users with an interface to access comprehensive business data. With the rise of cloud technology, there is an increased number of data sources to provide enriched ...
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- editorialDecember 2023
PACMMOD Volume 1 Issue 4: Editorial
Proceedings of the ACM on Management of Data (PACMMOD), Volume 1, Issue 4Article No.: 222, Pages 1–2https://doi.org/10.1145/3626709Welcome to this issue of the Proceedings of the ACM on Management of Data (Volume 1, Issue 4 (SIGMOD)). While this issue has papers from the SIGMOD track, PACMMOD will soon also have issues with papers from the newly created PODS track. Out of 189 ...
- short-paperDecember 2023
Efficient Interactive Visualization of Large Geospatial Query Results
SIGSPATIAL '23: Proceedings of the 31st ACM International Conference on Advances in Geographic Information SystemsArticle No.: 51, Pages 1–4https://doi.org/10.1145/3589132.3625594We present a web mapping application that offers interactive visualization of query results with hundreds of millions of geospatial objects. This is in contrast to existing applications, which are slow or unresponsive when the number of objects in the ...
- editorialNovember 2023
PACMMOD Volume 1, Issue 3: Editorial
Proceedings of the ACM on Management of Data (PACMMOD), Volume 1, Issue 3Article No.: 203, Pages 1–2https://doi.org/10.1145/3617307We are excited to introduce this new issue of PACMMOD (Proceedings of the ACM on Management of Data). PACMMOD is a new journal, concerned with the principles, algorithms, techniques, systems, and applications of database management systems, data ...
- research-articleOctober 2023
Understanding Strategies and Challenges of Conducting Daily Data Analysis (DDA) Among Blind and Low-vision People
ASSETS '23: Proceedings of the 25th International ACM SIGACCESS Conference on Computers and AccessibilityArticle No.: 46, Pages 1–15https://doi.org/10.1145/3597638.3608423Being 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 has explored ways to make data more accessible to blind and low-vision (...
- abstractOctober 2023
Astrolabe: Visual Graph Database Queries with Tabular Output
CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge ManagementPage 5248https://doi.org/10.1145/3583780.3615992Graph databases are an established solution for large, highly connected datasets. One challenge associated with deploying graph databases in industrial settings is usability. Typically, developers interact with graph databases through queries in ...
- short-paperOctober 2023
Cluster-Explorer: An interactive Framework for Explaining Black-Box Clustering Results
CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge ManagementPages 5106–5110https://doi.org/10.1145/3583780.3614734Interpreting clustering results is a challenging, manual task, that often requires the user to perform additional analytical queries and visualizations. To this end, we demonstrate Cluster-Explorer, an interactive, easy-to-use framework that provides ...
- posterSeptember 2023
Poster: Improving Customer Service Through Rapid Prototyping of Data Exploration Chatbots
CHItaly '23: Proceedings of the 15th Biannual Conference of the Italian SIGCHI ChapterArticle No.: 39, Pages 1–2https://doi.org/10.1145/3605390.3610813Companies are increasingly using relational databases to store their business data. In most cases, they would benefit from adopting conversational user interfaces to explore this data, allowing non-technical users to perform complex queries without the ...
- research-articleJune 2023
Exploratory Training: When Annonators Learn About Data
Proceedings of the ACM on Management of Data (PACMMOD), Volume 1, Issue 2Article No.: 135, Pages 1–25https://doi.org/10.1145/3589280Data systems often present examples and solicit labels from users to learn a target model, i.e., active learning. However, due to the complexity of the underlying data, users may not initially have a perfect understanding of the effective model and do ...
- abstractJune 2023
Seventh Workshop on Human-In-the-Loop Data Analytics (HILDA)
SIGMOD '23: Companion of the 2023 International Conference on Management of DataPages 311–312https://doi.org/10.1145/3555041.3590822HILDA brings together researchers and practitioners to exchange ideas and results on human-data interaction. It explores how data management and analysis can be made more effective when taking into account the people who design and build these processes ...
- short-paperJune 2023
SmokedDuck Demonstration: SQLStepper
SIGMOD '23: Companion of the 2023 International Conference on Management of DataPages 183–186https://doi.org/10.1145/3555041.3589731Fine-grained lineage tracks the relationships between input and output of a query, and is particularly useful in analytical applications such as query debugging, view maintenance, query explanations, and data cleaning. Prior approaches rewrite SQL ...
- short-paperJune 2023
Aggregation and Exploration of High-Dimensional Data Using the Sudokube Data Cube Engine
SIGMOD '23: Companion of the 2023 International Conference on Management of DataPages 175–178https://doi.org/10.1145/3555041.3589729We present Sudokube, a novel system that supports interactive speed querying on high-dimensional data using partially materialized data cubes. Given a storage budget, it judiciously chooses what projections to precompute and materialize during cube ...
- editorialMay 2023
PACMMOD V1 N1 Editorial - Welcome to PACMMOD
Proceedings of the ACM on Management of Data (PACMMOD), Volume 1, Issue 1Article No.: 1, Pages 1–8https://doi.org/10.1145/3588046We are excited to welcome you to Volume 1 of a brand new journal - Proceedings of the ACM on Management of Data, PACMMOD. This new journal is concerned with the principles, algorithms, techniques, systems, and applications of database management systems, ...
- Work in ProgressApril 2023
Active Proxy Dashboard: Binding Physical Referents and Abstract Data Representations in Situated Visualization through Tangible Interaction
CHI EA '23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing SystemsArticle No.: 23, Pages 1–7https://doi.org/10.1145/3544549.3585797Myriad systems have been proposed in recent years involving situated visualization with tangible scale models as proxies for physical referents. Most of these focus on static placements of scale models that mimic their real-world arrangement. While such ...
- research-articleApril 2023Honorable Mention
Code Code Evolution: Understanding How People Change Data Science Notebooks Over Time
CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing SystemsArticle No.: 863, Pages 1–12https://doi.org/10.1145/3544548.3580997Sensemaking is the iterative process of identifying, extracting, and explaining insights from data, where each iteration is referred to as the “sensemaking loop.” However, little is known about how sensemaking behavior evolves from exploration and ...
- research-articleMarch 2023
An Investigation into an Always Listening Interface to Support Data Exploration
- Roderick S Tabalba,
- Nurit Kirshenbaum,
- Jason Leigh,
- Abari Bhattacharya,
- Veronica Grosso,
- Barbara Di Eugenio,
- Andrew E Johnson,
- Moira Zellner
IUI '23: Proceedings of the 28th International Conference on Intelligent User InterfacesPages 128–141https://doi.org/10.1145/3581641.3584079Natural Language Interfaces that facilitate data exploration tasks are rapidly gaining in interest in the research community because they enable users to focus their attention on the task of inquiry rather than the mechanics of chart construction. Yet, ...