Computing devices that use non-traditional methods to interact with data are becoming more popular than those that use keyboard-based interaction. Applications and query interfaces for such devices pose a fundamentally different set of workloads on the underlying databases. We characterize these differences and show how today's query representation and evaluation techniques are not well-suited to these new non-keyboard interaction modalities. We propose a new database architecture to address these issues.
This material is based upon work supported by the National Science Foundation under Grant No. IIS CAREER 1453582.
Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.
Ritesh Sarkhel, Arnab Nandi. Deterministic Routing between Layout Abstractions for Multi-Scale classification of Visually Rich Documents. IJCAI 2019. [pdf]
Ritesh Sarkhel, Arnab Nandi. Visual Segmentation for Information Extraction from Heterogeneous Visually Rich Documents. SIGMOD 2019. [pdf]
Protiva Rahman, Arnab Nandi. TRANSFORMER: A Database-Driven Approach to Generating Forms for Constrained Interaction. ACM IUI 2019. [pdf]
Leilani Battle, Surajit Chaudhuri, Arnab Nandi (2019). International Workshop on Human-In-the-Loop Data Analytics (HILDA). [link]
Protiva Rahman, Courtney Hebert, Arnab Nandi. ICARUS: Minimizing Human Effort in Iterative Data Completion. VLDB 2018. [pdf][website]
Protiva Rahman, Jian Chen, Courtney Hebert, Preeti Pancholi, Mark Lustberg, Kurt Stevenson, Arnab Nandi. Exploratory Visualizations of Rules for Validation of Expert Decisions.DSIA, co-located with IEEE VIS 2018. [pdf]
Meraj Khan, Larry Xu, Arnab Nandi, Joseph Hellerstein. Data tweening: incremental visualization of data transforms.VLDB 2017. [pdf]
Lilong Jiang, Protiva Rahman, Arnab Nandi: Evaluating Interactive Data Systems: Workloads, Metrics, and Guidelines: SIGMOD 2018 (tutorial) [pdf]
Protiva Rahman, Courtney Hebert, Arnab Nandi: Enabling Effective Data Interaction for Domain Experts ICHI 2019 [pdf]
Codi Burley, Arnab Nandi (2019). ARQuery: Hallucinating Analytics over Real-World Data using Augmented Reality. CIDR 2019[pdf]
Protiva Rahman, Courtney Hebert, Arnab Nandi ICARUS: minimizing human effort in iterative data completion. VLDB 2018[pdf]
Juan Felipe Beltran, Ziqi Huang, Azza Abouzied, Arnab Nandi: Don’t Just Swipe Left, Tell Me Why: Enhancing Gesture-based Feedback with Reason Bins: IUI 2017 ( Best Paper Honorable Mention )[pdf]
Meraj Ahmed Khan, Larry Xu, Arnab Nandi, Joseph Hellerstein: Data Tweening: Incremental Visualization of Data Transforms: VLDB 2017[pdf]
Meraj Ahmed Khan, Larry Xu, Arnab Nandi, Joseph Hellerstein: DataTweener: A Demonstration of a Tweening Engine for
Incremental Visualization of Data Transforms: VLDB 2017[pdf]
Arnab Nandi: Casual Querying: Information Dissemination in Ad-hoc Environments: CIDR Gong Show 2017 [pdf]
Lilong Jiang, Arnab Nandi: Designing Interactive Query Interfaces to Teach Database Systems in the Classroom: CHI 2015 (Work-In-Progress) [pdf][slides]
Arnab Nandi: Breathing Life into Database Textbooks: CIDR 2015 (Extended Abstract) [pdf]
Jiongqian Liang, David Fuhry, David Maung, Roger Crawfis, Lynne Gauthier, Arnab Nandi, Srinivasan Parthasarathy: Data Analytics Framework for A Game-based Rehabilitation System: SDM Workshop on Data Mining for Medicine and Healthcare 2015 / ACM Digital Health 2016 [pdf]
Ziqi Huang, Juan Felipe Beltran, Azza Abouzied, Arnab Nandi: Beyond Binary Gestures: Exploring Documents using Touch Interfaces: CHI 2015 (Work-In-Progress) [pdf]