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-- Evaluating Data Interaction: Workloads, Metrics, and Guidelines
-- ACM SIGMOD 2018 Tutorial -- Extended Version Bibliography
-- For the paper, citations, evaluation resources and more, please visit
-- http://github.com/ixlab/eval
-- For more details about these citations, Table 2 in the paper summarizes
-- and categorizes the type, metrics, and pointers to these papers
@article{jiang2015snaptoquery,
author = {Jiang, Lilong and Nandi, Arnab},
title = {SnapToQuery: Providing Interactive Feedback During Exploratory Query Specification},
journal = {Proc. VLDB Endow.},
issue_date = {July 2015},
volume = {8},
number = {11},
month = jul,
year = {2015},
issn = {2150-8097},
pages = {1250--1261},
numpages = {12},
url = {http://dx.doi.org/10.14778/2809974.2809986},
doi = {10.14778/2809974.2809986},
acmid = {2809986},
publisher = {VLDB Endowment},
}
@article{nandi2013gestural,
author = {Nandi, Arnab and Jiang, Lilong and Mandel, Michael},
title = {Gestural Query Specification},
journal = {Proc. VLDB Endow.},
issue_date = {December 2013},
volume = {7},
number = {4},
month = dec,
year = {2013},
issn = {2150-8097},
pages = {289--300},
numpages = {12},
url = {http://dx.doi.org/10.14778/2732240.2732247},
doi = {10.14778/2732240.2732247},
acmid = {2732247},
publisher = {VLDB Endowment},
}
@article{vartak2014seedb,
author = {Vartak, Manasi and Madden, Samuel and Parameswaran, Aditya and Polyzotis, Neoklis},
title = {SeeDB: Automatically Generating Query Visualizations},
journal = {Proc. VLDB Endow.},
issue_date = {August 2014},
volume = {7},
number = {13},
month = aug,
year = {2014},
issn = {2150-8097},
pages = {1581--1584},
numpages = {4},
url = {http://dx.doi.org/10.14778/2733004.2733035},
doi = {10.14778/2733004.2733035},
acmid = {2733035},
publisher = {VLDB Endowment},
}
@misc{clusterizejs,
title = {{Clusterize.js}},
howpublished = "\url{https://nexts.github.io/Clusterize.js/}",
}
@inproceedings{mousselly2014world,
author = {Mousselly-Sergieh, Hatem and Watzinger, Daniel and Huber, Bastian and D\"{o}ller, Mario and Egyed-Zsigmond, El\"{o}d and Kosch, Harald},
title = {World-wide Scale Geotagged Image Dataset for Automatic Image Annotation and Reverse Geotagging},
booktitle = {Proceedings of the 5th ACM Multimedia Systems Conference},
series = {MMSys '14},
year = {2014},
isbn = {978-1-4503-2705-3},
location = {Singapore, Singapore},
pages = {47--52},
numpages = {6},
url = {http://doi.acm.org/10.1145/2557642.2563673},
doi = {10.1145/2557642.2563673},
acmid = {2563673},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {Flickr, geotagging, image dataset, quad-tree},
}
@article{hellerstein1999interactive,
author = {Hellerstein, Joseph M. and Avnur, Ron and Chou, Andy and Hidber, Christian and Olston, Chris and Raman, Vijayshankar and Roth, Tali and Haas, Peter J.},
title = {Interactive Data Analysis: The Control Project},
journal = {Computer},
issue_date = {August 1999},
volume = {32},
number = {8},
month = aug,
year = {1999},
issn = {0018-9162},
pages = {51--59},
numpages = {9},
url = {https://doi.org/10.1109/2.781635},
doi = {10.1109/2.781635},
acmid = {621301},
publisher = {IEEE Computer Society Press},
address = {Los Alamitos, CA, USA},
}
@inproceedings{igarashi2000speed,
author = {Igarashi, Takeo and Hinckley, Ken},
title = {Speed-dependent Automatic Zooming for Browsing Large Documents},
booktitle = {Proceedings of the 13th Annual ACM Symposium on User Interface Software and Technology},
series = {UIST '00},
year = {2000},
isbn = {1-58113-212-3},
location = {San Diego, California, USA},
pages = {139--148},
numpages = {10},
url = {http://doi.acm.org/10.1145/354401.354435},
doi = {10.1145/354401.354435},
acmid = {354435},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {navigation, rate control, scrolling, web browser, zooming},
}
@misc{mousewheel,
title = {Mouse Wheel},
howpublished = {\url{https://developer.mozilla.org/en-US/docs/Web/Events/mousewheel#wheelDelta_wheelDeltaX_and_wheelDeltaY_value}}
}
@inproceedings{kaul2013building,
author={Kaul, Manohar and Yang, Bin and Jensen, Christian S},
title={Building Accurate 3D Spatial Networks to Enable Next Generation Intelligent Transportation Systems},
booktitle={2013 IEEE 14th International Conference on Mobile Data Management},
year={2013},
volume={1},
number={},
pages={137-146},
keywords={automated highways;ecology;filtering theory;geographic information systems;geophysical image processing;interpolation;remote sensing;solid modelling;vehicle routing;3D spatial network model;TIN surface;aerial laser scan data;eco-routing;elevation information;environmental impact;external-memory filtering technique;internal memory;interpolation;laser scan point;lifting framework;next generation intelligent transportation system;scalability properties;triangulated irregular network;vehicle routing;Accuracy;Biological system modeling;Laser modes;Roads;Solid modeling;Vehicles;3D spatial network;LiDAR;TIN;eco-routing},
doi={10.1109/MDM.2013.24},
ISSN={1551-6245},
month={June},
}
@misc{ucimachinelearning,
title = {{UCI Repository of Machine Learning Databases}},
howpublished = "\url{https://archive.ics.uci.edu/ml/datasets.html}"
}
@inproceedings{mclachlan2008liverac,
author = {McLachlan, Peter and Munzner, Tamara and Koutsofios, Eleftherios and North, Stephen},
title = {LiveRAC: Interactive Visual Exploration of System Management Time-series Data},
booktitle = {Proceedings of the SIGCHI Conference on Human Factors in Computing Systems},
series = {CHI '08},
year = {2008},
isbn = {978-1-60558-011-1},
location = {Florence, Italy},
pages = {1483--1492},
numpages = {10},
url = {http://doi.acm.org/10.1145/1357054.1357286},
doi = {10.1145/1357054.1357286},
acmid = {1357286},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {longitudinal studies, time-series data, visualization},
}
@article{liu2014effects,
author = {Liu, Zhicheng and Heer, Jeffrey},
title={The Effects of Interactive Latency on Exploratory Visual Analysis},
journal={IEEE Transactions on Visualization and Computer Graphics},
year={2014},
volume={20},
number={12},
pages={2122-2131},
keywords={data analysis;data mining;interactive systems;exploratory visual analysis;interactive analysis tools;interactive latency effects;knowledge discovery;think-aloud protocols;user behavior;verbal data analysis;Data visualization;Image color analysis;Interactive services;Visual analytics;Visualization;Interaction;exploratory analysis;interactive visualization;latency;scalability;user performance;verbal analysis;Cognition;Computer Graphics;Databases, Factual;Humans;Informatics;Task Performance and Analysis;Time Factors},
doi={10.1109/TVCG.2014.2346452},
ISSN={1077-2626},
month={Dec},
}
@inproceedings{EugeneWuVision2014,
author = {Wu, Eugene and Battle, Leilani and Madden, Samuel R.},
title = {The Case for Data Visualization Management Systems: Vision Paper},
journal = {Proc. VLDB Endow.},
issue_date = {June 2014},
volume = {7},
number = {10},
month = jun,
year = {2014},
issn = {2150-8097},
pages = {903--906},
numpages = {4},
url = {http://dx.doi.org/10.14778/2732951.2732964},
doi = {10.14778/2732951.2732964},
acmid = {2732964},
publisher = {VLDB Endowment},
}
@inproceedings{idreos2015overview,
author = {Idreos, Stratos and Papaemmanouil, Olga and Chaudhuri, Surajit},
title = {Overview of Data Exploration Techniques},
booktitle = {Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data},
series = {SIGMOD '15},
year = {2015},
isbn = {978-1-4503-2758-9},
location = {Melbourne, Victoria, Australia},
pages = {277--281},
numpages = {5},
url = {http://doi.acm.org/10.1145/2723372.2731084},
doi = {10.1145/2723372.2731084},
acmid = {2731084},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {data exploration},
}
@inproceedings{liarou2014dbtouch,
author={Liarou, Erietta and Idreos, Stratos},
title={dbTouch in action database kernels for touch-based data exploration},
booktitle={2014 IEEE 30th International Conference on Data Engineering},
year={2014},
volume={},
number={},
pages={1262-1265},
keywords={interactive systems;query processing;touch sensitive screens;action database kernels;data deluge;data management systems;database kernel;dbTouch system;interactive database operators;interactive tools;query construction;query plans;query processing;touch based data exploration;touch based interaction;touch gestures;visual format;Data visualization;Kernel;Prototypes;Query processing;Shape;Tablet computers},
doi={10.1109/ICDE.2014.6816756},
ISSN={1063-6382},
month={March},
}
@article{liu2013immens,
author={Liu, Zhicheng and Jiang, Biye and Heer, Jeffrey},
title={imMens: Real-time Visual Querying of Big Data},
booktitle={Computer Graphics Forum},
volume={32},
number={3pt4},
pages={421--430},
year={2013},
organization={Wiley Online Library}
}
@article{shneiderman1992dynamic,
author = {Shneiderman, Ben and Williamson, Christopher and Ahlberg, Christopher},
title = {Dynamic Queries: Database Searching by Direct Manipulation},
booktitle = {Proceedings of the SIGCHI Conference on Human Factors in Computing Systems},
series = {CHI '92},
year = {1992},
isbn = {0-89791-513-5},
location = {Monterey, California, USA},
pages = {669--670},
numpages = {2},
url = {http://doi.acm.org/10.1145/142750.143082},
doi = {10.1145/142750.143082},
acmid = {143082},
publisher = {ACM},
address = {New York, NY, USA},
}
@article{zgraggen2014panoramicdata,
author={Zgraggen, Emanuel and Zeleznik, Robert and Drucker, Steven M},
title={PanoramicData: Data Analysis through Pen \& Touch},
journal={IEEE Transactions on Visualization and Computer Graphics},
year={2014},
volume={20},
number={12},
pages={2112-2121},
keywords={SQL;data analysis;data visualisation;light pens;relational databases;touch sensitive screens;visual languages;PanoramicData;SQL;column sets;coping strategies;data aggregation;data analysis;data brushing;data filtering;data-presentation;data-transformation;direct UI support;exploratory process;functionally complete logic filtering;hybrid pen and touch system;interactive displays;interactive visual display networks;interrelated tasks;multidimensional data;multidimensional datasets;natural user experience;side-by-side displays;unbounded whiteboard metaphor;visual data exploration;Data analysis;Data visualization;Filtering;Image color analysis;Multidimensional systems;Relational databases;Visual analytics;coordinated and multiple views;interaction design;pen and touch;user interfaces;Computer Graphics;Data Display;Humans;Informatics;Software;Touch;User-Computer Interface},
doi={10.1109/TVCG.2014.2346293},
ISSN={1077-2626},
month={Dec},
}
@inproceedings{agarwal2013blinkdb,
author = {Agarwal, Sameer and Mozafari, Barzan and Panda, Aurojit and Milner, Henry and Madden, Samuel and Stoica, Ion},
title = {BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data},
booktitle = {Proceedings of the 8th ACM European Conference on Computer Systems},
series = {EuroSys '13},
year = {2013},
isbn = {978-1-4503-1994-2},
location = {Prague, Czech Republic},
pages = {29--42},
numpages = {14},
url = {http://doi.acm.org/10.1145/2465351.2465355},
doi = {10.1145/2465351.2465355},
acmid = {2465355},
publisher = {ACM},
address = {New York, NY, USA},
}
@inproceedings{sidirourgos2011sciborq,
author={Sidirourgos, Lefteris and Kersten, Martin L and Boncz, Peter A and others},
title={SciBORQ: Scientific data management with Bounds On Runtime and Quality.},
booktitle={CIDR},
year={2011}
}
@article{elmqvist2010hierarchical,
author = {Elmqvist, Niklas and Fekete, Jean-Daniel},
title = {Hierarchical Aggregation for Information Visualization: Overview, Techniques, and Design Guidelines},
journal = {IEEE Transactions on Visualization and Computer Graphics},
issue_date = {May 2010},
volume = {16},
number = {3},
month = may,
year = {2010},
issn = {1077-2626},
pages = {439--454},
numpages = {16},
url = {http://dx.doi.org/10.1109/TVCG.2009.84},
doi = {10.1109/TVCG.2009.84},
acmid = {1749525},
publisher = {IEEE Educational Activities Department},
address = {Piscataway, NJ, USA},
keywords = {Aggregation, Aggregation, clustering, clutter reduction, massive data sets, visual exploration, visual analytics., clustering, clutter reduction, massive data sets, visual analytics., visual exploration},
}
@inproceedings{sarawagi2000i3,
author = {Sarawagi, Sunita and Sathe, Gayatri},
title = {I3: Intelligent, Interactive Investigation of OLAP Data Cubes},
journal = {SIGMOD Rec.},
issue_date = {June 2000},
volume = {29},
number = {2},
month = may,
year = {2000},
issn = {0163-5808},
pages = {589--},
url = {http://doi.acm.org/10.1145/335191.336564},
doi = {10.1145/335191.336564},
acmid = {336564},
publisher = {ACM},
address = {New York, NY, USA},
}
@article{tauheed2012scout,
author = {Tauheed, Farhan and Heinis, Thomas and Sch\"{u}rmann, Felix and Markram, Henry and Ailamaki, Anastasia},
title = {SCOUT: Prefetching for Latent Structure Following Queries},
journal = {Proc. VLDB Endow.},
issue_date = {July 2012},
volume = {5},
number = {11},
month = jul,
year = {2012},
issn = {2150-8097},
pages = {1531--1542},
numpages = {12},
url = {http://dx.doi.org/10.14778/2350229.2350267},
doi = {10.14778/2350229.2350267},
acmid = {2350267},
publisher = {VLDB Endowment},
}
@inproceedings{cooper2010benchmarking,
author = {Cooper, Brian F. and Silberstein, Adam and Tam, Erwin and Ramakrishnan, Raghu and Sears, Russell},
title = {Benchmarking Cloud Serving Systems with YCSB},
booktitle = {Proceedings of the 1st ACM Symposium on Cloud Computing},
series = {SoCC '10},
year = {2010},
isbn = {978-1-4503-0036-0},
location = {Indianapolis, Indiana, USA},
pages = {143--154},
numpages = {12},
url = {http://doi.acm.org/10.1145/1807128.1807152},
doi = {10.1145/1807128.1807152},
acmid = {1807152},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {benchmarking, cloud serving database},
}
@book{kullback1997information,
author={Kullback, Solomon},
title={Information theory and statistics},
year={1997},
publisher={Courier Corporation}
}
@misc{tpc,
title = {{TPC Benchmark}},
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keywords={SQL;query processing;spreadsheet programs;direct data manipulation query interface;single-block SQL queries;spreadsheet algebra;visual query builders;Algebra;Data analysis;Data engineering;Humans;Presses;Prototypes;Relational databases;Spreadsheet programs;USA Councils;Visual databases;database usability;spreadsheet;user interface},
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series = {CHI '11},
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author={Weaver, Chris},
title={Multidimensional visual analysis using cross-filtered views},
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keywords={data analysis;data structures;data visualisation;query processing;visual databases;complex multidimensional set query expression;cross-filtered coordinated multiple view interface;data semantics;data visualization;design strategy;domain-specific data structure mapping;idiosyncratic combination;multidimensional visual data analysis tool;visual abstraction;Data analysis;Data structures;Data visualization;Geography;Management information systems;Multidimensional systems;Pattern analysis;Prototypes;Software engineering;Usability;D.2.2 [Software Engineering]: Design Tools and Techniques—[User Interfaces];H.2.3 [Information Systems]: Database Management—[Languages];H.5.2 [Information Systems]: Information Interfaces and Presentation—[User Interfaces]},
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