{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,28]],"date-time":"2026-02-28T04:25:54Z","timestamp":1772252754922,"version":"3.50.1"},"reference-count":35,"publisher":"MDPI AG","issue":"1","license":[{"start":{"date-parts":[[2018,2,1]],"date-time":"2018-02-01T00:00:00Z","timestamp":1517443200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Computers"],"abstract":"<jats:p>Personal health data is acquired, processed, stored, and accessed using a variety of different devices, applications, and services. These are often complex and highly connected. Therefore, use or misuse of the data is hard to detect for people, if they are not capable to understand the trace (i.e., the provenance) of that data. We present a visualization technique for personal health data provenance using comic strips. Each strip of the comic represents a certain activity, such as entering data using a smartphone application, storing or retrieving data on a cloud service, or generating a diagram from the data. The comic strips are generated automatically using recorded provenance graphs. The easy-to-understand comics enable all people to notice crucial points regarding their data such as, for example, privacy violations.<\/jats:p>","DOI":"10.3390\/computers7010012","type":"journal-article","created":{"date-parts":[[2018,2,2]],"date-time":"2018-02-02T04:20:50Z","timestamp":1517545250000},"page":"12","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Visualizing the Provenance of Personal Data Using Comics"],"prefix":"10.3390","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5750-5649","authenticated-orcid":false,"given":"Andreas","family":"Schreiber","sequence":"first","affiliation":[{"name":"Department of Intelligent and Distributed Systems, Simulation and Software Technology, German Aerospace Center (DLR), 51147 Cologne, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Regina","family":"Struminksi","sequence":"additional","affiliation":[{"name":"Department of Intelligent and Distributed Systems, Simulation and Software Technology, German Aerospace Center (DLR), 51147 Cologne, Germany"},{"name":"Faculty of Media, University of Applied Sciences D\u00fcsseldorf, 40476 D\u00fcsseldorf, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2018,2,1]]},"reference":[{"key":"ref_1","unstructured":"Choe, E.K., Lee, N.B., Lee, B., Pratt, W., and Kientz, J.A. (May, January 26). Understanding quantified-selfers\u2019 practices in collecting and exploring personal data. Proceedings of the 32nd Annual ACM Conference on Human Factors in Computing Systems, Toronto, ON, Canada."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"94","DOI":"10.1080\/02763869.2016.1117300","article-title":"Personal Activity Trackers and the Quantified Self","volume":"35","author":"Hoy","year":"2016","journal-title":"Med. Ref. Serv. Q."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1145\/1330311.1330323","article-title":"The provenance of electronic data","volume":"51","author":"Moreau","year":"2008","journal-title":"Commun. ACM"},{"key":"ref_4","doi-asserted-by":"crossref","unstructured":"Freire, J., Koop, D., and Moreau, L. (2008, January 17\u201318). Requirements for a Provenance Visualization Component. Proceedings of the Second International Provenance and Annotation Workshop (IPAW): Provenance and Annotation of Data and Processes, Salt Lake City, UT, USA.","DOI":"10.1007\/978-3-540-89965-5"},{"key":"ref_5","unstructured":"Antona, M., and Stephanidis, C. (2017, January 9\u201314). Tracing Personal Data Using Comics. Proceedings of the 11th International Conference on Universal Access in Human-Computer Interaction, Design and Development Approaches and Methods, Vancouver, BC, Canada."},{"key":"ref_6","unstructured":"Antona, M., and Stephanidis, C. (2016, January 17\u201322). A Provenance Model for Quantified Self Data. Proceedings of the 10th International Conference on Universal Access in Human-Computer Interaction, Methods, Techniques, and Best Practices, Toronto, ON, Canada."},{"key":"ref_7","doi-asserted-by":"crossref","unstructured":"Mattoso, M., and Glavic, B. (2016, January 7\u20138). Towards Provenance Capturing of Quantified Self Data. Proceedings of the 6th International Provenance and Annotation Workshop (IPAW): Provenance and Annotation of Data and Processes, McLean, VA, USA.","DOI":"10.1007\/978-3-319-40593-3"},{"key":"ref_8","unstructured":"Moreau, L., Missier, P., Belhajjame, K., B\u2019Far, R., Cheney, J., Coppens, S., Cresswell, S., Gil, Y., Groth, P., and Klyne, G. (2013). PROV-DM: The PROV Data Model, World Wide Web Consortium."},{"key":"ref_9","unstructured":"Lebo, T., Sahoo, S., McGuinness, D., Belhajjame, K., Cheney, J., Corsar, D., Garijo, D., Soiland-Reyes, S., Zednik, S., and Zhao, J. (2013). PROV-O: The PROV Ontology, World Wide Web Consortium."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"235","DOI":"10.1016\/j.websem.2015.04.001","article-title":"The rationale of PROV","volume":"35","author":"Moreau","year":"2015","journal-title":"Web Semant. Sci. Serv. Agents World Wide Web"},{"key":"ref_11","doi-asserted-by":"crossref","unstructured":"Lud\u00e4scher, B., and Plale, B. (2014, January 9\u201313). ProvStore: A Public Provenance Repository. Proceedings of the 5th International Provenance and Annotation Workshop (IPAW): Provenance and Annotation of Data and Processes, Cologne, Germany.","DOI":"10.1007\/978-3-319-16462-5"},{"key":"ref_12","doi-asserted-by":"crossref","unstructured":"Groth, P., and Frew, J. (2012, January 19\u201321). The Provenance Store prOOst for the Open Provenance Model. Proceedings of the 4th International Provenance and Annotation Workshop: Provenance and Annotation of Data and Processes, Santa Barbara, CA, USA.","DOI":"10.1007\/978-3-642-34222-6"},{"key":"ref_13","doi-asserted-by":"crossref","unstructured":"Lud\u00e4scher, B., and Plale, B. (2014, January 9\u201313). PROV-O-Viz\u2014Understanding the Role of Activities in Provenance. Proceedings of the 5th International Provenance and Annotation Workshop: Provenance and Annotation of Data and Processes, Cologne, Germany.","DOI":"10.1007\/978-3-319-16462-5"},{"key":"ref_14","unstructured":"Bavoil, L., Callahan, S.P., Crossno, P.J., Freire, J., and Vo, H.T. (2005, January 23\u201328). VisTrails: Enabling interactive multiple-view visualizations. Proceedings of the IEEE Visualization 2005, Minneapolis, MN, USA."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1037\/h0043158","article-title":"The magical number seven, plus or minus two: Some limits on our capacity for processing information","volume":"63","author":"Miller","year":"1956","journal-title":"Psychol. Rev."},{"key":"ref_16","unstructured":"QSEU14 (2018, January 22). Breakout: Mapping Data Access. Available online: http:\/\/quantifiedself.com\/2014\/06\/qseu14-breakout-mapping-data-access\/."},{"key":"ref_17","unstructured":"Struminski, R. (2017). Visualization of the Provenance of Quantified Self Data. [Master\u2019s Thesis, Hochschule D\u00fcsseldorf]."},{"key":"ref_18","unstructured":"Marcus, A. (2014, January 22\u201327). Cutting Edge Design or a Beginner\u2019s Mistake?\u2014A Semiotic Inspection of iOS7 Icon Design Changes. Proceedings of the Third International Conference on Design, User Experience, and Usability, User Experience Design for Diverse Interaction Platforms and Environments, Heraklion, Greece."},{"key":"ref_19","unstructured":"Abascal, J., Barbosa, S., Fetter, M., Gross, T., Palanque, P., and Winckler, M. (2015, January 14\u201318). Flat Design vs. Traditional Design: Comparative Experimental Study. Proceedings of the 15th IFIP TC 13 International Conference on Human-Computer Interaction, Bamberg, Germany."},{"key":"ref_20","unstructured":"Cooper, M., Kirkpatrick, A., and Connor, J.O. (2018, January 31). Understanding WCAG 2.0: Contrast (Minimum). Available online: https:\/\/www.w3.org\/TR\/UNDERSTANDING-WCAG20\/visual-audio-contrast-contrast.html."},{"key":"ref_21","unstructured":"B\u00f6hringer, J., B\u00fchler, P., and Schlaich, P. (2008). Kompendium der Mediengestaltung f\u00fcr Digital- und Printmedien, Springer. Number Bd. 1 in Kompendium der Mediengestaltung f\u00fcr Digital- und Printmedien."},{"key":"ref_22","unstructured":"Struminski, R., Bieliauskas, S., and Schreiber, A. (2017). DLR-SC\/prov-comics: QS PROV Comics Prototype\u2014Big fixes (Data set). Zenodo."},{"key":"ref_23","doi-asserted-by":"crossref","unstructured":"Marcengo, A., and Rapp, A. (2014). Innovative Approaches of Data Visualization and Visual Analytics, IGI Global. Chapter Visualization of Human Behavior Data: The Quantified Self.","DOI":"10.4018\/978-1-4666-4309-3.ch012"},{"key":"ref_24","unstructured":"Macko, P., and Seltzer, M. (2011, January 20\u201321). Provenance map orbiter: Interactive exploration of large provenance graphs. Proceedings of the 3rd Workshop on the Theory and Practice of Provenance (TaPP), Heraklion, Greece."},{"key":"ref_25","doi-asserted-by":"crossref","unstructured":"McGuinness, D.L., Michaelis, J.R., and Moreau, L. (2010, January 15\u201316). Approaches for Exploring and Querying Scientific Workflow Provenance Graphs. Proceedings of the Third International Provenance and Annotation Workshop: Provenance and Annotation of Data and Processes, Troy, NY, USA.","DOI":"10.1007\/978-3-642-17819-1"},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1007\/s00799-007-0018-5","article-title":"Provenance Explorer-a graphical interface for constructing scientific publication packages from provenance trails","volume":"7","author":"Hunter","year":"2007","journal-title":"Int. J. Digit. Libr."},{"key":"ref_27","doi-asserted-by":"crossref","unstructured":"Bebis, G., Boyle, R., Parvin, B., Koracin, D., Paragios, N., Tanveer, S.M., Ju, T., Liu, Z., Coquillart, S., and Cruz-Neira, C. (2007, January 26\u201328). Probe-It! Visualization Support for Provenance. Proceedings of the Third International Symposium: Advances in Visual Computing, Lake Tahoe, NV, USA.","DOI":"10.1007\/978-3-540-76858-6"},{"key":"ref_28","doi-asserted-by":"crossref","unstructured":"Chen, P., Plale, B., Cheah, Y.W., Ghoshal, D., Jensen, S., and Luo, Y. (2012, January 18\u201322). Visualization of network data provenance. Proceedings of the 2012 19th International Conference on High Performance Computing, Pune, India.","DOI":"10.1109\/HiPC.2012.6507517"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"2476","DOI":"10.1109\/TVCG.2013.155","article-title":"Evaluation of Filesystem Provenance Visualization Tools","volume":"19","author":"Borkin","year":"2013","journal-title":"IEEE Trans. Vis. Comput. Graphics"},{"key":"ref_30","doi-asserted-by":"crossref","unstructured":"Mattoso, M., and Glavic, B. (2016, January 7\u20138). Towards the Domain Agnostic Generation of Natural Language Explanations from Provenance Graphs for Casual Users. Proceedings of the 6th International Provenance and Annotation Workshop: Provenance and Annotation of Data and Processes, McLean, VA, USA.","DOI":"10.1007\/978-3-319-40593-3"},{"key":"ref_31","doi-asserted-by":"crossref","unstructured":"Bach, B., Kerracher, N., Hall, K.W., Carpendale, S., Kennedy, J., and Henry Riche, N. (2016, January 7\u201312). Telling Stories about Dynamic Networks with Graph Comics. Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, San Jose, CA, USA.","DOI":"10.1145\/2858036.2858387"},{"key":"ref_32","doi-asserted-by":"crossref","unstructured":"Riehmann, P., M\u00f6bus, W., and Froehlich, B. (2014, January 27\u201329). Visualizing Food Ingredients for Children by Utilizing Glyph-based Characters. Proceedings of the 2014 International Working Conference on Advanced Visual Interfaces, Como, Italy.","DOI":"10.1145\/2598153.2598203"},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.jbi.2016.10.022","article-title":"Templates as a method for implementing data provenance in decision support systems","volume":"65","author":"Curcin","year":"2017","journal-title":"J. Biomed. Inform."},{"key":"ref_34","doi-asserted-by":"crossref","unstructured":"Moreau, L., Batlajery, B., Huynh, T.D., Michaelides, D., and Packer, H. (2017). A Templating System to Generate Provenance. IEEE Trans. Softw. Eng.","DOI":"10.1109\/TSE.2017.2659745"},{"key":"ref_35","doi-asserted-by":"crossref","unstructured":"Wang, Q., Hassan, W.U., Bates, A., and Gunter, C. (2017). Provenance Tracing in the Internet of Things, USENIX Association.","DOI":"10.14722\/ndss.2018.23282"}],"container-title":["Computers"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2073-431X\/7\/1\/12\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T14:53:25Z","timestamp":1760194405000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2073-431X\/7\/1\/12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,2,1]]},"references-count":35,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2018,3]]}},"alternative-id":["computers7010012"],"URL":"https:\/\/doi.org\/10.3390\/computers7010012","relation":{"has-preprint":[{"id-type":"doi","id":"10.20944\/preprints201712.0153.v1","asserted-by":"object"}]},"ISSN":["2073-431X"],"issn-type":[{"value":"2073-431X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,2,1]]}}}