Visualization publications dataset

We are making available a dataset that contains information on IEEE Visualization (IEEE VIS) publications from 1990-2015. The dataset includes a variety of information about each paper including title, authors, DOI, etc., as well as a list of the citations to other previous VIS papers. To download the dataset open the Google spreadsheet through the link below and choose File->Download as. If you spot errors in the dataset feel free to leave a comment in the respective cells. We will try to maintain and fix the spreadsheet.

Current version: 7.00


Existing Visualizations about the Dataset

citevis2 thumbnail CiteVis2 , CiteMatrix, VisLists (up to 2015)

VisLists (incl. 2016)
Panpan Xu, Chad Stolper, Anand Sainath, John Stasko
   Keshif  M. Adil Yalçın
     
 
 A table
 Chales Perin
 
paperquest thumbnail
 Paper quest
 Ponsard et al. (link to paper pdf)        
 
keyvis tool thumbnail
 KeyVis
Isenberg et al. (link to paper pdf)
Others involving paper publications :

About the Dataset

The dataset is stored as a google spreadsheet. The data contains the following columns:
  • A: Short title of the conference the paper appeared in. One of {SciVis, InfoVis, VAST, Vis}. See notes on conference names below.
  • B: The year the paper appeared at the conference (note that this can be different from the year the paper has been published)
  • C: The title of the paper
  • D: If we found it, a DOI to the paper. Where a paper did not include a valid DOI (2 cases at this point), a syntactically valid but fake DOI was entered that starts with 10.0000. This column can, thus, be used as a unique identifier for each paper.
  • E: A link to the paper in the IEEE digital library - based on the DOI
  • F: The first page of the paper in the printed proceedings. This information has not been thoroughly checked for correctness.
  • G: The last page of the paper in the printed proceedings. This information has not been thoroughly checked for correctness.
  • H: Paper type: one of C (conference paper), J (journal paper), M (miscellaneous). If you would like to filter for scientific research articles, then take all Cs and Ts. Papers with an "M" are not typically considered archival publications.
  • I: The abstract of the paper
  • J: Author names. Co-authors are separated by a semicolon. Authors are ordered by how they appear on the paper. The full author names were taken from the de-duped names the DBLP provides.
  • K: Author affiliation. This information has not been cleaned up and for most entries just shows the affiliation of the first author. This information has not been thoroughly checked for correctness.
  • L: A list of references to other IEEE VIS papers using IEEEXplore article numbers. This list does not include citations to papers external to this conference series.
  • M: A list of author keywords freely chosen by the authors - extracted as found on the paper pdf
  • (invisible) N: Experimental: OCRd Author Affiliations: the result of a partial attempt to extract the author affiliations from the pdf. This information is not to be trusted yet.

Methodology

The data was collected through a combined manual and automatic approach. Information was mainly extracted from the pdf proceedings and double-checked with information from the IEEEXplore library. Where discrepancies occurred we manually checked the printed or electronic proceedings and added information by hand. We extracted full author names from the DBLP using an authors "primary name" as stored in this database (e.g. authors who changed their last name between 1990--2016 will appear with their new name even on older papers). 

Notes on IEEE VIS, its Child Conferences and Naming

The IEEE Conference on Visualization started as a conference in 1990 under the name IEEE Visualization (Vis). It quickly grew and in 1995 the IEEE Symposium on Information Visualization (InfoVis) was held. The symposium was later renamed into the IEEE Conference on Information Visualization but kept the acronym InfoVis (not to be confused with the other IEEE Conference on Information Visualization that uses the acronym IV). In 2006 the Symposium  on Visual Analytics Science and Technology (VAST) joined and was later renamed to the VAST conference. The original IEEE Visualization track ran under used the acronym VIS for several years but was later renamed to the IEEE Conference on Scientific Visualization using the acronym SciVis in 2013. For a number of years the three conferences ran together under the umbrella name VisWeek in what you can more or less think of as parallel tracks of a big joint conference. In 2013, however VIS was chosen as the joint acronym for all three conferences and the name VisWeek was dropped.

The dataset is further a bit complicated in that VAST has since 2012 had both conference as well as TVCG journal papers. The top ranked papers are considered journal papers and the other type of papers are considered conference track papers. We chose to mark the conference only papers in the dataset in Column J so that you can filter them if needed. SciVis also experimented with this concept in 2015.

The image below is a graphical explanation of the naming changes for the conference series between 1990 and 2015:

IEEE VIS Naming History up to 2017

NOTE: The image above is explicitly placed into the public domain. If you use it in your own work we would still appreciate a citation to our journal article.

Citation

If you use this dataset or the image above we would appreciate a citation. 

vispubdata.org: A Metadata Collection about IEEE Visualization (VIS) Publications
Petra Isenberg, Florian Heimerl, Steffen Koch, Tobias Isenberg, Panpan Xu, Charles Stolper, Michael Sedlmair, Jian Chen, Torsten Möller, John Stasko
IEEE Transactions on Visualization and Computer Graphics, Institute of Electrical and Electronics Engineers, 2017, 23. To appear.
(pdf)  (doi)

@article{isenberg:2017:VPD, TITLE = {{vispubdata.org: A Metadata Collection about IEEE Visualization (VIS) Publications}}, AUTHOR = {Isenberg, Petra and Heimerl, Florian and Koch, Steffen and Isenberg, Tobias and Xu, Panpan and Stolper,
            Charles D and Sedlmair, Michael M and Chen, Jian and M{\"o}ller, Torsten and Stasko, John}, URL = {https://hal.inria.fr/hal-01376597}, NOTE = {To appear}, JOURNAL = {{IEEE Transactions on Visualization and Computer Graphics}}, PUBLISHER = {{Institute of Electrical and Electronics Engineers}}, VOLUME = {23}, YEAR = {2017}, KEYWORDS = {Visualization ; publication data ; citation data}, PDF = {https://hal.inria.fr/hal-01376597/file/Isenberg_2017_VMC.pdf},
  DOI = {
http://dx.doi.org/10.1109/TVCG.2016.2615308},
}

IEEE VIS 2017 Presentation

Related Datasets

Acknowledgements

The dataset was prepared primarily by the following people:

With significant help from:

  • Torsten Möller (University of Vienna)
  • Michael Sedlmair (University of Vienna)
  • Panpan Xu (Hong Kong University of Science and Technology)
  • Chad Stolper (Georgia Tech)
  • Jian Chen (UMBC)

And with a little bit of help from:

  • Charles Perin (Inria)
  • Nadia Boukhelifa (Inria)
  • Jean-Daniel Fekete (Inria)
  • Wesley Willett (Inria)
  • Fred Vernier (Université Paris Sud)
  • Pascal Goffin (Inria)
  • Heidi Lam (Google)