Andreas Kerren

Professor

Institutionen för datavetenskap och medieteknik Fakulteten för teknik

andreas.kerren@lnu.se

0470-76 75 02

PhD in Computer Science, Saarland University, Tyskland, 2002
MSc in Computer Science (Dipl.-Inf.), Saarland University, Tyskland, 1997

Forskning

Forskningsgruppen Information and Software Visualization, ISOVIS, fokuserar huvudsakligen på att genom analys och visualisering utforska stora och komplexa informationsmängder inom exempelvis biokemi, humaniora eller programvaruteknik. Vår vision är att angripa den utmaning som big data innebär, genom att kombinera humancentrerad dataanalys och interaktiv visualisering som ett redskap för beslut. Dessa forskningsområden är ytterst relevanta för både akademi och ekonomi, eftersom såväl vetenskap som näringsliv i allt högre grad använder dataintensiv teknologi.

Humancentrerad visualisering handlar om att utveckla interaktiva tekniker för visualisering med utgångspunkt i användar- och uppgiftsrelaterad information, för att utforska och analysera komplexa datamängder effektivt. Sensordata som registrerats under en visualisering (t ex hjärnaktiviteter, ögonrörelser) kan också vara inblandad. Detta tillvägagångssätt kombinerar aspekter från olika forskningsområden, som informations- och vetenskapsvisualisering, människa-dator-interaktion, informationsdesign och kognition, men även det aktuella tillämpningsområdet. Bland alla underområden till visualisering koncentrerar vi oss huvudsakligen på informationsvisualisering, vilket fokuserar på visualisering av abstrakt data från hierarkiska, nätveks- eller symboliska informationskällor.

I kontrast till visualisering är så kallad data mining eller maskininlärning traditionellt mer datorcentrerat. För att ta itu med big data-utmaningen behöver vi dock dra nytta av fördelarna hos båda dessa tillvägagångssätt i samverkan, vilket är det viktigaste inslaget inom visuell analys. Då kan forskaren fokusera sin perceptuella och kognitiva skicklighet på den analytiska processen, samtidigt som han/hon använder avancerad datorhjälp för att stödja och stärka den utforskande processen. Designen och implementationen av visuella analysverktyg är en av de mest lovande infallsvinklarna när det gäller att hantera den allt större mängd data som skapas varje dag och som gör nya insikter och viktiga upptäckter möjliga.

Mina forskargrupper

Mina pågående forskningsprojekt

Projekt: InfraVis – nationell forskningsinfrastruktur för visualisering av data InfraVis kommer att skapa en gemensam ingång till de svenska resurserna i visualisering och utbilda forskare inom olika…

Mina avslutade forskningsprojekt

Publikationer

Artikel i tidskrift (Refereegranskat)

Reski, N., Alissandrakis, A., Kerren, A. (2024). Designing a 3D Gestural Interface to Support User Interaction with Time-Oriented Data as Immersive 3D Radar Charts. Virtual Reality. 28.
Status: Publicerad
Feyer, S.P., Pinaud, B., Kobourov, S., Brich, N., Krone, M., et al. (2024). 2D, 2.5D, or 3D? : An Exploratory Study on Multilayer Network Visualisations in Virtual Reality. IEEE Transactions on Visualization and Computer Graphics. 30 (1). 469-479.
Status: Publicerad
Conroy, M., Gillmann, C., Harvey, F., Mchedlidze, T., Fabrikant, S.I., et al. (2024). Uncertainty in humanities network visualization. Frontiers in Communication. 8.
Status: Publicerad
Chatzimparmpas, A., Martins, R.M., Telea, A.C., Kerren, A. (2024). DeforestVis : Behavior Analysis of Machine Learning Models with Surrogate Decision Stumps. Computer graphics forum (Print). 43 (6). 1-19.
Status: Publicerad
Chatzimparmpas, A., Kucher, K., Kerren, A. (2024). Visualization for Trust in Machine Learning Revisited : The State of the Field in 2023. IEEE Computer Graphics and Applications. 44 (3). 99-113.
Status: Publicerad
Huang, Z., Witschard, D., Kucher, K., Kerren, A. (2023). VA + Embeddings STAR : A State-of-the-Art Report on the Use of Embeddings in Visual Analytics. Computer graphics forum (Print). 42 (3). 539-571.
Status: Publicerad
Chatzimparmpas, A., Martins, R.M., Kerren, A. (2023). VisRuler : Visual Analytics for Extracting Decision Rules from Bagged and Boosted Decision Trees. Information Visualization. 22 (2). 115-139.
Status: Publicerad
Chatzimparmpas, A., Paulovich, F.V., Kerren, A. (2023). HardVis : Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques. Computer graphics forum (Print). 42 (1). 135-154.
Status: Publicerad
Witschard, D., Jusufi, I., Martins, R.M., Kucher, K., Kerren, A. (2022). Interactive Optimization of Embedding-based Text Similarity Calculations. Information Visualization. 21 (4). 335-353.
Status: Publicerad
Neves, T.T.D.A.T., Martins, R.M., Coimbra, D.B., Kucher, K., Kerren, A., et al. (2022). Fast and Reliable Incremental Dimensionality Reduction for Streaming Data. Computers & graphics. 102. 233-244.
Status: Publicerad
Reski, N., Alissandrakis, A., Kerren, A. (2022). An Empirical Evaluation of Asymmetric Synchronous Collaboration Combining Immersive and Non-Immersive Interfaces Within the Context of Immersive Analytics. Frontiers in Virtual Reality. 2.
Status: Publicerad
Chatzimparmpas, A., Martins, R.M., Kucher, K., Kerren, A. (2022). FeatureEnVi : Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches. IEEE Transactions on Visualization and Computer Graphics. 28 (4). 1773-1791.
Status: Publicerad
Chatzimparmpas, A., Martins, R.M., Kucher, K., Kerren, A. (2021). StackGenVis : Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics. IEEE Transactions on Visualization and Computer Graphics. 27 (2). 1547-1557.
Status: Publicerad
Chatzimparmpas, A., Martins, R.M., Kucher, K., Kerren, A. (2021). VisEvol : Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization. Computer graphics forum (Print). 40 (3). 201-214.
Status: Publicerad
Weyns, D., Andersson, J., Caporuscio, M., Flammini, F., Kerren, A., et al. (2021). A Research Agenda for Smarter Cyber-Physical Systems. Journal of Integrated Design & Process Science. 25 (2). 27-47.
Status: Publicerad
Espadoto, M., Martins, R.M., Kerren, A., Hirata, N.S.T., Telea, A.C. (2021). Toward a Quantitative Survey of Dimension Reduction Techniques. IEEE Transactions on Visualization and Computer Graphics. 27 (3). 2153-2173.
Status: Publicerad
Kucher, K., Martins, R.M., Paradis, C., Kerren, A. (2020). StanceVis Prime : Visual Analysis of Sentiment and Stance in Social Media Texts. Journal of Visualization. 23 (6). 1015-1034.
Status: Publicerad
Chatzimparmpas, A., Martins, R.M., Jusufi, I., Kerren, A. (2020). A survey of surveys on the use of visualization for interpreting machine learning models. Information Visualization. 19 (3). 207-233.
Status: Publicerad
Simaki, V., Paradis, C., Skeppstedt, M., Sahlgren, M., Kucher, K., et al. (2020). Annotating speaker stance in discourse : the Brexit Blog Corpus. Corpus linguistics and linguistic theory. 16 (2). 215-248.
Status: Publicerad
Chatzimparmpas, A., Martins, R.M., Jusufi, I., Kucher, K., Rossi, F., et al. (2020). The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations. Computer graphics forum (Print). 39 (3). 713-756.
Status: Publicerad
Chatzimparmpas, A., Martins, R.M., Kerren, A. (2020). t-viSNE : Interactive Assessment and Interpretation of t-SNE Projections. IEEE Transactions on Visualization and Computer Graphics. 26 (8). 2696-2714.
Status: Publicerad
Simaki, V., Paradis, C., Kerren, A. (2019). A two-step procedure to identify stance constructions in discourse from political blogs. Corpora. 14 (3). 379-405.
Status: Publicerad
Simaki, V., Paradis, C., Kerren, A. (2018). Evaluating stance-annotated sentences from the Brexit Blog Corpus : A quantitative linguistic analysis. ICAME Journal/International Computer Archive of Modern English. 42 (1). 133-166.
Status: Publicerad
Kucher, K., Paradis, C., Kerren, A. (2018). The State of the Art in Sentiment Visualization. Computer graphics forum (Print). 37 (1). 71-96.
Status: Publicerad
Kruiger, J.F., Rauber, P.E., Martins, R.M., Kerren, A., Kobourov, S., et al. (2017). Graph Layouts by t-SNE. Computer graphics forum (Print). 36 (3). 283-294.
Status: Publicerad
Kucher, K., Paradis, C., Sahlgren, M., Kerren, A. (2017). Active Learning and Visual Analytics for Stance Classification with ALVA. ACM Transactions on Interactive Intelligent Systems. 7 (3).
Status: Publicerad
Zimmer, B., Kerren, A. (2017). OnGraX : A Web-Based System for the Collaborative Visual Analysis of Graphs. Journal of Graph Algorithms and Applications. 21 (1). 5-27.
Status: Publicerad
Zimmer, B., Sahlgren, M., Kerren, A. (2017). Visual Analysis of Relationships between Heterogeneous Networks and Texts : An Application on the IEEE VIS Publication Dataset. Informatics. 4 (2).
Status: Publicerad
Kerren, A., Kucher, K., Li, Y., Schreiber, F. (2017). BioVis Explorer : A visual guide for biological data visualization techniques. PLOS ONE. 12 (11).
Status: Publicerad
Von Landesberger, T., Brodkorb, F., Roskosch, P., Andrienko, N., Andrienko, G., et al. (2016). MobilityGraphs : Visual Analysis of Mass Mobility Dynamics via Spatio-Temporal Graphs and Clustering. IEEE Transactions on Visualization and Computer Graphics. 22 (1). 11-20.
Status: Publicerad
Kucher, K., Schamp-Bjerede, T., Kerren, A., Paradis, C., Sahlgren, M. (2016). Visual Analysis of Online Social Media to Open Up the Investigation of Stance Phenomena. Information Visualization. 15 (2). 93-116.
Status: Publicerad
Skeppstedt, M., Paradis, C., Kerren, A. (2016). PAL, a tool for Pre-annotation and Active Learning. Journal for Language Technology and Computational Linguistics. 31 (1). 81-100.
Status: Publicerad
Cernea, D., Kerren, A. (2015). A Survey of Technologies on the Rise for Emotion-Enhanced Interaction. Journal of Visual Languages and Computing. 31 (A). 70-86.
Status: Publicerad
Kerren, A. (2013). Information Visualization Courses for Students with a Computer Science Background. IEEE Computer Graphics and Applications. 33 (2). 12-15.
Status: Publicerad
Jusufi, I., Kerren, A., Schreiber, F. (2013). Exploring Biological Data : Mappings between Ontology- and Cluster-based Representations. Information Visualization. 12 (3-4). 291-307.
Status: Publicerad
Cernea, D., Olech, P., Ebert, A., Kerren, A. (2012). Measuring Subjectivity : Supporting Evaluations with the Emotiv EPOC Neuroheadset. Künstliche Intelligenz. 26 (2). 177-182.
Status: Publicerad
Jusufi, I., Klukas, C., Kerren, A., Schreiber, F. (2012). Guiding the Interactive Exploration of Metabolic Pathway Interconnections. Information Visualization. 11 (2). 136-150.
Status: Publicerad
Cernea, D., Ebert, A., Kerren, A., Morar, V. (2010). R3 - Un dispozitiv de intrare configurabil pentru interacţiunea liberă în spaţiu. Romanian Journal of Human-Computer Interaction. 3. 45-50.
Status: Publicerad
Einsfeld, K., Ebert, A., Kerren, A., Deller, M. (2009). Knowledge Generation Through Human-Centered Information Visualization. Information Visualization. 8 (3). 180-196.
Status: Publicerad
Meier, H.A., Schlemmer, M., Wagner, C., Kerren, A., Hagen, H., et al. (2008). Visualization of Particle Interactions in Granular Media. IEEE Transactions on Visualization & Computer Graphics. 14 (5). 1110-1125.
Status: Publicerad
Rößling, G., Malmi, L., Clancy, M., Joy, M., Kerren, A., et al. (2008). Enhancing Learning Management Systems to Better Support Computer Science Education. ACM SIGCSE Bulletin: inroads. 40 (4). 142-166.
Status: Publicerad
Kerren, A., Stasko, J.T., Fekete, J., North, C. (2007). Workshop Report: Information Visualization : Human-Centered Issues in Visual Representation, Interaction, and Evaluation. Information Visualization. 6 (3). 189-196.
Status: Publicerad
Shakshuki, E., Kerren, A., Müldner, T. (2007). Web-based Structured Hypermedia Algorithm Explanation System. International Journal of Web Information Systems. 3 (3). 179-197.
Status: Publicerad
Rößling, G., Naps, T., Hall, M.S., Karavirta, V., Kerren, A., et al. (2006). Merging Interactive Visualizations with Hypertextbooks and Course Management. ACM SIGCSE Bulletin: inroads. 38 (4). 166-181.
Status: Publicerad

Konferensbidrag (Refereegranskat)

Kucher, K., Kerren, A. (2023). Supporting University Research and Administration via Interactive Visual Exploration of Bibliographic Data. Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP '23) : Volume 3: IVAPP. 248-255.
Witschard, D., Jusufi, I., Kucher, K., Kerren, A. (2023). Visually Guided Network Reconstruction Using Multiple Embeddings. Proceedings of the 16th IEEE Pacific Visualization Symposium (PacificVis '23), visualization notes track, IEEE, 2023. 212-216.
Ploshchik, I., Chatzimparmpas, A., Kerren, A. (2023). MetaStackVis : Visually-Assisted Performance Evaluation of Metamodels. Proceedings of the 16th IEEE Pacific Visualization Symposium (PacificVis '23), visualization notes track, IEEE, 2023. 207-211.
Kucher, K., Bouchama, S., Ebert, A., Kerren, A. (2022). Task-Based Evaluation of Sentiment Visualization Techniques. Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications-IVAPP : Volume 3: IVAPP, Online Streaming, February 6-8, 2022. 187-194.
Huang, Z., Kucher, K., Kerren, A. (2022). Towards an Exploratory Visual Analytics System for Multivariate Subnetworks in Social Media Analysis. Poster Abstracts, IEEE Visualization and Visual Analytics (VIS '22).
Chatzimparmpas, A., Park, V., Kerren, A. (2022). Evaluating StackGenVis with a Comparative User Study. Proceedings of the 15th IEEE Pacific Visualization Symposium (PacificVis '22). 161-165.
Kucher, K., Martins, R.M., Kerren, A. (2021). Project in Visualization and Data Analysis : Experiences in Designing and Coordinating the Course. Proceedings of 42nd Annual Conference of the European Association for Computer Graphics (EG '21) — Education Papers. 39-44.
Witschard, D., Jusufi, I., Martins, R.M., Kerren, A. (2021). A Statement Report on the Use of Multiple Embeddings for Visual Analytics of Multivariate Networks. Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2021) - Volume 3: IVAPP. 219-223.
Witschard, D., Jusufi, I., Kerren, A. (2021). Dynamic Ranking of IEEE VIS Author Importance. Poster Abstract, IEEE Visualization and Visual Analytics (VIS '21).
Witschard, D., Jusufi, I., Kerren, A. (2021). SimBaTex : Similarity-based Text Exploration. Posters of the 23rd EG/VGTC Conference on Visualization (EuroVis '21). 5-7.
Reski, N., Alissandrakis, A., Tyrkkö, J., Kerren, A. (2020). "Oh, that's where you are!" : Towards a Hybrid Asymmetric Collaborative Immersive Analytics System. NordiCHI '20: Proceedings of the 11th Nordic Conference on Human-Computer Interaction: Shaping Experiences, Shaping Society, Tallinn, Estonia, October 25-29, 2020.. 1-12.
Kotlarek, J., Kwon, O., Ma, K., Eades, P., Kerren, A., et al. (2020). A Study of Mental Maps in Immersive Network Visualization. 2020 IEEE Pacific Visualization Symposium (PacificVis). 1-10.
Skeppstedt, M., Ahltorp, M., Kucher, K., Kerren, A., Rzepka, R., et al. (2020). Topic modelling applied to a second language : A language adaption and tool evaluation study. Selected Papers from the CLARIN Annual Conference 2019. 145-156.
Reski, N., Alissandrakis, A., Kerren, A. (2020). Exploration of Time-Oriented Data in Immersive Virtual Reality Using a 3D Radar Chart Approach. NordiCHI '20: Proceedings of the 11th Nordic Conference on Human-Computer Interaction: Shaping Experiences, Shaping Society, Tallinn, Estonia, October 25-29, 2020.. 1-11.
Martins, R.M., Kerren, A. (2019). Efficient Dynamic Time Warping for Big Data Streams. Proceedings of the IEEE International Conference on Big Data (Big Data '18) : Workshop on Real-time & Stream Analytics in Big Data & Stream Data Management. 2924-2929.
Pohl, M., Kerren, A. (2019). Human Factors and Multilayer Networks. Workshop on Visualization of Multilayer Networks (MNLVIS '19) at IEEE VIS '19, October 21, 2019, Vancouver, BC, Canada.
Skeppstedt, M., Kerren, A., Stede, M. (2019). Finding Reasons for Vaccination Hesitancy : Evaluating Semi-Automatic Coding of Internet Discussion Forums. MEDINFO 2019: Health and Wellbeing e-Networks for All : Proceedings of the 17th World Congress on Medical and Health Informatics. 348-352.
Skeppstedt, M., Ahltorp, M., Kerren, A., Rzepka, R., Araki, K. (2019). Application of a topic model visualisation tool to a second language. CLARIN 2019 Book of absracts.
Kucher, K., Kerren, A. (2019). Text Visualization Revisited : The State of the Field in 2019. Posters of the 21th EG/VGTC Conference on Visualization (EuroVis '19). 29-31.
Chatzimparmpas, A., Bibi, S., Zozas, I., Kerren, A. (2019). Analyzing the Evolution of JavaScript Applications. Proceedings of the 14th International Conference on Evaluation of Novel Approaches to Software Engineering - Volume 1: ENASE. 359-366.
Skeppstedt, M., Rzepka, R., Araki, K., Kerren, A. (2019). Visualising and Evaluating the Effects of Combining Active Learning with Word Embedding Features. Proceedings of the 15th Conference on Natural Language Processing (KONVENS 2019). 91-100.
Simaki, V., Panagiotis, S., Paradis, C., Kerren, A. (2018). Detection of Stance-Related Characteristics in Social Media Text.
Skeppstedt, M., Stede, M., Kerren, A. (2018). Stance-Taking in Topics Extracted from Vaccine-Related Tweets and Discussion Forum Posts. Proceedings of the 2018 EMNLP Workshop SMM4H : The 3rd Social Media Mining for Health Applications Workshop and Shared Task. 5-8.
Ulan, M., Hönel, S., Martins, R.M., Ericsson, M., Löwe, W., et al. (2018). Quality Models Inside Out : Interactive Visualization of Software Metrics by Means of Joint Probabilities. Proceedings of the 2018 Sixth IEEE Working Conference on Software Visualization, (VISSOFT), Madrid, Spain, 2018. 65-75.
Kucher, K., Martins, R.M., Kerren, A. (2018). Analysis of VINCI 2009–2017 Proceedings. Proceedings of the 11th International Symposium on Visual Information Communication and Interaction (VINCI '18), 13-15 August 2018, Växjö, Sweden. 97-101.
Kucher, K., Skeppstedt, M., Kerren, A. (2018). Application of Interactive Computer-Assisted Argument Extraction to Opinionated Social Media Texts. Proceedings of the 11th International Symposium on Visual Information Communication and Interaction (VINCI '18). 102-103.
Kucher, K., Paradis, C., Kerren, A. (2018). Visual Analysis of Sentiment and Stance in Social Media Texts. EuroVis 2018 - Posters. 49-51.
Skeppstedt, M., Kerren, A., Stede, M. (2018). Vaccine Hesitancy in Discussion Forums : Computer-Assisted Argument Mining with Topic Models. Building Continents of Knowledge in Oceans of Data : The Future of Co-Created eHealth. 366-370.
Chatzimparmpas, A., Martins, R.M., Kerren, A. (2018). t-viSNE : A Visual Inspector for the Exploration of t-SNE. Presented at IEEE Information Visualization (VIS '18), Berlin, Germany, 21-26 October, 2018.
Skeppstedt, M., Kucher, K., Stede, M., Kerren, A. (2018). Topics2Themes : Computer-Assisted Argument Extraction by Visual Analysis of Important Topics. Proceedings of the LREC 2018 Workshop “The 3rd Workshop on Visualization as Added Value in the Development, Use and Evaluation of Language Resources (VisLR III)”. 9-16.
Kucher, K., Paradis, C., Kerren, A. (2018). DoSVis : Document Stance Visualization. Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP '18). 168-175.
Kerren, A., Kucher, K., Li, Y., Schreiber, F. (2017). MDS-based Visual Survey of Biological Data Visualization Techniques. EuroVis 2017 - Posters. 85-87.
Martins, R.M., Kruiger, J.F., Minghim, R., Telea, A.C., Kerren, A. (2017). MVN-Reduce : Dimensionality Reduction for the Visual Analysis of Multivariate Networks. EuroVis 2017 - Short Papers. 13-17.
Skeppstedt, M., Simaki, V., Paradis, C., Kerren, A. (2017). Detection of Stance and Sentiment Modifiers in Political Blogs. Speech and Computer : 19th International Conference, SPECOM 2017, Hatfield, UK, September 12-16, 2017, Proceedings. 302-311.
Simaki, V., Paradis, C., Kerren, A. (2017). Stance Classification in Texts from Blogs on the 2016 British Referendum. Speech and Computer : 19th International Conference, SPECOM 2017, Hatfield, UK, September 12-16, 2017, Proceedings. 700-709.
Martins, R.M., Simaki, V., Kucher, K., Paradis, C., Kerren, A. (2017). StanceXplore : Visualization for the Interactive Exploration of Stance in Social Media. .
Skeppstedt, M., Kerren, A., Stede, M. (2017). Automatic detection of stance towards vaccination in online discussion forums. Proceedings of the International Workshop on Digital Disease Detection using Social Media 2017 (DDDSM-2017). 1-8.
Skeppstedt, M., Kucher, K., Paradis, C., Kerren, A. (2017). Language Processing Components of the StaViCTA Project. Proceedings of the Workshop on Logic and Algorithms in Computational Linguistics 2017 (LACompLing 2017). 137-138.
Simaki, V., Simakis, P., Paradis, C., Kerren, A. (2017). Identifying the Authors' National Variety of English in Social Media Texts. Proceedings of the International Conference on Recent Advances in Natural Language Processing, RANLP 2017. 671-678.
Golub, K., Tyrkkö, J., Kerren, A., Jusufi, I., Ardö, A. (2017). Automatic subject classification for improving retrieval in a Swedish repository. ISKO UK Conference 2017: Knowledge Organization: what's the story?, 11 – 12 September 2017, London.
Kucher, K., Kerren, A., Paradis, C., Sahlgren, M. (2016). Visual Analysis of Text Annotations for Stance Classification with ALVA. EuroVis Posters 2016. 49-51.
Kucher, K., Cernea, D., Kerren, A. (2016). Visualizing Excitement of Individuals and Groups. Proceedings of the ACM IUI 2016 Workshop on Emotion and Visualization (EmoVis '16). 15-22.
Skeppstedt, M., Paradis, C., Kerren, A. (2016). Marker Words for Negation and Speculation in Health Records and Consumer Reviews. Proceedings of the 7th International Symposium on Semantic Mining in Biomedicine (SMBM '16). 64-69.
Skeppstedt, M., Sahlgren, M., Paradis, C., Kerren, A. (2016). Active Learning for Detection of Stance Components. Proceedings of the Workshop on Computational Modeling of People's Opinions, Personality, and Emotions in Social Media (PEOPLES '16) at COLING '16. 50-59.
Jusufi, I., Kerren, A. (2016). Network Visualization for Digital Humanities : Two Case Studies of Visual Analyses for Text Analytics. International Symposium on Digital Humanities, Växjö 7-8 November 2016 : Book of Abstracts. 39-43.
Skeppstedt, M., Sahlgren, M., Paradis, C., Kerren, A. (2016). Unshared Task : (Dis)agreement in Online Debates. Proceedings of the 3rd Workshop on Argument Mining (ArgMining '16) at ACL '16. 154-159.
Kucher, K., Kerren, A., Paradis, C., Sahlgren, M. (2016). Methodology and Applications of Visual Stance Analysis : An Interactive Demo. International Symposium on Digital Humanities, Växjö 7-8 November 2016 : Book of Abstracts. 56-57.
Alfalahi, A., Skeppstedt, M., Ahlblom, R., Baskalayci, R., Henriksson, A., et al. (2015). Expanding a Dictionary of Marker Words for Uncertainty and Negation Using Distributional Semantics. EMNLP 2015 - 6th International Workshop on Health Text Mining and Information Analysis, LOUHI 2015 - Proceedings of the Workshop : Short Paper Track. 90-96.
Schamp-Bjerede, T., Paradis, C., Kucher, K., Kerren, A., Sahlgren, M. (2015). New Perspectives on Gathering, Vetting and Employing Big Data from Online Social Media : An Interdisciplinary Approach. Abstracts Booklet, ICAME 36 : Words, Words, Words – Corpora and Lexis. 153-155.
Cernea, D., Weber, C., Ebert, A., Kerren, A. (2015). Emotion-Prints : Interaction-Driven Emotion Visualization on Multi-Touch Interfaces. Proceedings of SPIE 9397: Visualization and Data Analysis 2015, San Francisco, CA, USA, February 8-12, 2015. 9397-0A.
Zimmer, B., Kerren, A. (2015). Harnessing WebGL and WebSockets for a Web-Based Collaborative Graph Exploration Tool. Engineering the Web in the Big Data Era : 15th International Conference, ICWE 2015, Rotterdam, The Netherlands, June 23-26, 2015, Proceedings. 583-598.
Skeppstedt, M., Paradis, C., Kerren, A., Sahlgren, M. (2015). Finding Infrequent Phenomena in Large Corpora Using Distributional Semantics. Symposium on Methods and Linguistic Theories (MaLT '15), Bamberg, Germany, 27-28 November 2015.
Kucher, K., Kerren, A. (2015). Text Visualization Techniques : Taxonomy, Visual Survey, and Community Insights. Proceedings of the 8th IEEE Pacific Visualization Symposium (PacificVis '15),. 117-121.
Skeppstedt, M., Schamp-Bjerede, T., Sahlgren, M., Paradis, C., Kerren, A. (2015). Detecting Speculations, Contrasts and Conditionals in Consumer Reviews. Proceedings of the 6th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (WASSA '15) : Short Paper Track. 162-168.
Jusufi, I., Kerren, A., Liu, J., Zimmer, B. (2014). Visual Exploration of Relationships between Document Clusters. IVAPP 2014 : Proceedings od the 5th International Conference on Information Visualization Theory and Applications. 195-203.
Schreiber, F., Kerren, A., Börner, K., Hagen, H., Zeckzer, D. (2014). Heterogeneous Networks on Multiple Levels. MULTIVARIATE NETWORK VISUALIZATION. 175-206.
Kucher, K., Kerren, A., Paradis, C., Sahlgren, M. (2014). Visual Analysis of Stance Markers in Online Social Media. Poster Abstracts of IEEE VIS 2014.
Cernea, D., Ebert, A., Kerren, A. (2014). Visualizing Group Affective Tone in Collaborative Scenarios. .
Rahimi, A., Sahlgren, M., Kerren, A., Paradis, C. (2014). The StaViCTA Group Report for RepLab 2014 : Reputation Dimensions Task. Working Notes for CLEF 2014 Conference : Sheffield, UK, September 15-18, 2014. 1519-1527.
Kerren, A., Purchase, H.C., Ward, M.O. (2014). Introduction to Multivariate Network Visualization. Multivariate Network Visualization. 1-9.
Cernea, D., Weber, C., Kerren, A., Ebert, A. (2014). Group Affective Tone Awareness and Regulation through Virtual Agents. Proceedings of the Workshop on Affective Agents : Fourteenth International Conference on Intelligent Virtual Agents (IVA 2014). 9-16.
Zimmer, B., Kerren, A. (2014). Sensemaking and Provenance in Distributed Collaborative Node-Link Visualizations. .
Schamp-Bjerede, T., Paradis, C., Kucher, K., Kerren, A., Sahlgren, M. (2014). Turning Face : Emoticons as Reinforcers/Attenuators. .
Kerren, A., Jusufi, I., Liu, J. (2014). Multi-Scale Trend Visualization of Long-Term Temperature Data Sets. Proceedings of SIGRAD 2014, Visual Computing, June 12-13, 2014, Göteborg, Sweden. 91-94.
Schamp-Bjerede, T., Paradis, C., Kucher, K., Kerren, A., Sahlgren, M. (2014). The Signifier, Signified and Stance : Happy/Sad Emoticons as Emotionizers. Book of Abstracts, IACS 2014. 219-219.
Kucher, K., Kerren, A. (2014). Text Visualization Browser : A Visual Survey of Text Visualization Techniques. Poster Abstracts of IEEE VIS 2014.
Zimmer, B., Kerren, A. (2014). Applying Heat Maps in a Web-Based Collaborative Graph Visualization. Poster Abstracts of IEEE VIS 2014.
Schamp-Bjerede, T., Paradis, C., Kerren, A., Sahlgren, M., Kucher, K., et al. (2014). Hedges and Tweets : Certainty and Uncertainty in Epistemic Markers in Microblog Feeds. Book of abstracts : 47th Annual Meeting of the Societas Linguistica Europaea 11–14 September 2014, Adam Mickiewicz University, Poznań, Poland. 199-199.
Cernea, D., Weber, C., Ebert, A., Kerren, A. (2013). Emotion Scents : A Method of Representing User Emotions on GUI Widgets. Proceedings of SPIE 8654 : Visualization and Data Analysis 2013, Burlingame, California, USA, February 3, 2013. 86540F.
Cernea, D., Truderung, I., Kerren, A., Ebert, A. (2013). WebComets : A Tab-Oriented Approach for Browser History Visualization. . 439-450.
Kerren, A., Jusufi, I. (2013). A Novel Radial Visualization Approach for Undirected Hypergraphs. EuroVis : Short Papers. 25-29.
Jusufi, I., Kerren, A., Zimmer, B. (2013). Multivariate Network Exploration with JauntyNets. Proceedings 2013 17th International Conference on Information Visualisation IV 2013 : 16-18 July 2013, London, United Kingdom. 19-27.
Cernea, D., Ebert, A., Kerren, A. (2013). A Study of Emotion-triggered Adaptation Methods for Interactive Visualization. UMAP 2013 Extended Proceedings : Late-Breaking Results, Project Papers and Workshop Proceedings of the 21st Conference on User Modeling, Adaptation, and Personalization. Rome, Italy, June 10-14, 2013. 9-16.
Jusufi, I., Kerren, A., Aleksakhin, V., Schreiber, F. (2012). Visualization of Mappings between the Gene Ontology and Cluster Trees. Proceedings of the SPIE 2012 Conference on Visualization and Data Analysis (VDA '12).
Cernea, D., Olech, P., Ebert, A., Kerren, A. (2012). Controlling In-Vehicle Systems with a Commercial EEG Headset: Performance and Cognitive Load. Visualization of Large and Unstructured Data Sets : Applications in Geospatial Planning, Modeling and Engineering - Proceedings of IRTG 1131 Workshop 2.
Zimmer, B., Jusufi, I., Kerren, A. (2012). Analyzing Multiple Network Centralities with ViNCent. Proceedings of SIGRAD 2012 : Interactive Visual Analysis of Data, November 29-30, 2012, Växjö, Sweden,. 87-90.
Cernea, D., Mora, S., Perez, A., Ebert, A., Kerren, A., et al. (2012). Tangible and Wearable User Interfaces for Supporting Collaboration among Emergency Workers. Collaboration and Technology : 18th International Conference, CRIWG 2012 Raesfeld, Germany, September 16-19, 2012 Proceedings. 192-199.
Kerren, A., Schreiber, F. (2012). Toward the Role of Interaction in Visual Analytics. Proceedings of the 2012 Winter Simulation Conference (WSC '12). 420:1-420:13.
Kerren, A., Köstinger, H., Zimmer, B. (2012). ViNCent : Visualization of Network Centralities. Proceedings of the International Conference on Information Visualization Theory and Applications (IVAPP '12). 703-712.
Jusufi, I., Kerren, A., Wang, Y. (2012). A New Radial Space-Filling Visualization Approach for Planar st-Graphs. Poster Abstracts of IEEE VisWeek 2012.
Cernea, D., Olech, P., Ebert, A., Kerren, A. (2011). EEG-based Measurement of Subjective Parameters in Evaluations. HCI International 2011 Posters' Extended Abstracts : International Conference, HCI International 2011, Orlando, FL, USA, July 9-14, 2011, Proceedings, Part II. 279-283.
Kerren, A. (2011). Visualization of Workaday Data Clarified by Means of Wine Fingerprints. Human Aspects of Visualization : Second IFIP WG 13.7 Workshop on Human-Computer Interaction and Visualization, HCIV (INTERACT) 2009, Uppsala, Sweden, August 24, 2009, Revised Selected Papers. 92-107.
Cernea, D., Kerren, A., Ebert, A. (2011). Detecting Insight and Emotion in Visualization Applications with a Commercial EEG Headset. Proceedings of the SIGRAD 2011 Conference on Evaluations of Graphics and Visualization - Efficiency, Usefulness, Accessibility, Usability, KTH, Stockholm, Sweden.. 53-60.
Kerren, A., Prangova, M., Paradis, C. (2011). Visualization of Sensory Perception Descriptions. Proceedings of the International Conference on Information Visualisation. 135-144.
Vogel, B., Kurti, A., Milrad, M., Kerren, A. (2011). An Interactive Web-based Visualization Tool in Action : User Testing and Usability Aspects. Proceedings 11th IEEE International Conference on Computer and Information Technology. 403-408.
Thelen, S., Cernea, D., Olech, P., Kerren, A., Ebert, A. (2010). D.I.P. – A Digital Interactive Pinboard with Support for Smart Device Interaction. In Proceedings of the IASTED International Conference on Portable Lifestyle Devices (PLD '10).
Olech, P., Cernea, D., Thelen, S., Ebert, A., Kerren, A., et al. (2010). V.I.P. : Supporting Digital Earth Ideas through Visualization, Interaction and Presentation Screens. Proceedings of the 7th Taipei International Digital Earth Symposium (TIDES '10). .
Kerren, A., Jusufi, I. (2010). 3D Kiviat Diagrams for the Interactive Analysis of Software Metric Trends. Proceedings of the 5th ACM Symposium on Software Visualization (SoftVis '10). 203-204.
Jusufi, I., Dingjie, Y., Kerren, A. (2010). The Network Lens: Interactive Exploration of Multivariate Networks Using Visual Filtering. Proceedings of the 14th International Conference on Information Visualisation (IV '10). 35-42.
Rohrschneider, M., Ullrich, A., Kerren, A., Stadler, P.F., Scheuermann, G. (2010). Visual Network Analysis of Dynamic Metabolic Pathways. Advances in Visual Computing : 6th International Symposium, ISVC 2010, Las Vegas, NV, USA, November 29-December 1, 2010. Proceedings, Part I. 316-327.
Kerren, A., Jusufi, I. (2009). Novel Visual Representations for Software Metrics Using 3D and Animation. Software Engineering 2009 – Workshopband. 147-154.
Jusufi, I., Junuzi, L., Kerren, A., Milrad, M. (2008). Visualization of Content and Semantical Relations of Geonotes. Proceedings of the 8th IASTED International Conference on Visualization, Imaging, and Image Processing (VIIP '08). 131-136.
Kerren, A., Müldner, T., Shakshuki, E. (2006). Novel Algorithm Explanation Techniques for Improving Algorithm Teaching. Proceedings of the 3rd ACM Symposium on Software Visualization (SoftVis '06). 175-176.
Kerren, A. (2006). Improving Strategy Parameters of Evolutionary Computations with Interactive Coordinated Views. Proceedings of the 6th IASTED International Conference on Visualization, Imaging, and Image Processing (VIIP '06). 88-93.
Müldner, T., Shakshuki, E., Kerren, A., Shen, Z., Bai, X. (2005). Using Structured Hypermedia to Explain Algorithms. Proceedings of the 3rd IADIS International Conference e-Society '05. 499-503.
Kerren, A. (2005). Explorative Analysis of Graph Pyramids Using Interactive Visualization Techniques. Proceedings of the 5th IASTED International Conference on Visualization, Imaging, and Image Processing (VIIP '05). 985-690.
Kerren, A., Egger, T. (2005). EAVis: A Visualization Tool for Evolutionary Algorithms. Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC '05). 299-301.

Kapitel i bok, del av antologi (Refereegranskat)

Borgo, R., Lee, B., Bach, B., Fabrikant, S., Jianu, R., et al. (2017). Crowdsourcing for Information Visualization : Promises and Pitfalls. Evaluation in the Crowd : Crowdsourcing and Human-Centered Experiments. Springer. 96-138.
Zimmer, B., Kerren, A. (2015). Displaying User Behavior in the Collaborative Graph Visualization System OnGraX. Graph Drawing and Network Visualization : 23rd International Symposium on Graph Drawing and Network Visualization, GD 2015, Los Angeles, CA, USA, September 24-26, 2015, Revised Selected Papers. Springer. 247-259.
Kerren, A., Schreiber, F. (2014). Network Visualization for Integrative Bioinformatics. Approaches in Integrative Bioinformatics : Towards the Virtual Cell. Berlin Heidelberg, Springer. 173-202.
Cernea, D., Truderung, I., Kerren, A., Ebert, A. (2014). An Interactive Visualization for Tabbed Browsing Behavior Analysis. Computer Vision, Imaging and Computer Graphics : Theory and Applications. Springer. 69-84.
Kerren, A., Kyusakova, M., Paradis, C. (2013). From Culture to Text to Interactive Visualization of Wine Reviews. Knowledge Visualization Currents : From Text to Art to Culture, Part II. London, Springer. 85-110.
Zimmer, B., Ackermann, D., Schröder, M., Kerren, A., Ahlers, V. (2011). Comparative Visualization of User Flows in Voice Portals. Graph Drawing : 18th International Symposium, GD 2010, Konstanz, Germany, September 21-24, 2010. Revised Selected Papers. Berlin Heidelberg, Springer. 404-405.
Rohrschneider, M., Heine, C., Reichenbach, A., Kerren, A., Scheuermann, G. (2009). A Novel Grid-based Visualization Approach for Metabolic Networks with Advanced Focus&Context View. Graph Drawing : 17th International Symposium, GD 2009, Chicago, IL, USA, September 22-25, 2009. Revised Papers. Berlin Heidelberg New Work, Springer. 268-279.
Albrecht, M., Kerren, A., Klein, K., Kohlbacher, O., Mutzel, P., et al. (2009). On Open Problems in Biological Network Visualization. Graph Drawing : 17th International Symposium, GD 2009, Chicago, IL, USA, September 22-25, 2009. Revised Papers. Berlin Heidelberg New York, Springer. 256-267.

Artikel i tidskrift (Övrigt vetenskapligt)

Mporas, I., Simaki, V., Paradis, C., Kerren, A., Paraskevas, M. (2020). Editorial : Special Issue on Natural Language Processing for Social Media Analysis. International journal on artificial intelligence tools. 29 (2). 1-2.
Status: Publicerad
Klein, K., Li, Y., Kerren, A. (2020). Editorial for Visual Information Communication and Interaction (VINCI 2018) ?. Journal of Computer Languages. 58. 1-1.
Status: Publicerad
Biedl, T., Kerren, A. (2019). Special issue of selected papers from the 26th international symposium on graph drawing and network visualization (GD 2018) : guest editors' foreword. Journal of Graph Algorithms and Applications. 23 (3). 459-461.
Status: Publicerad
Kerren, A. (2018). Special issue on VINCI 2016 best papers. Journal of Visual Languages and Computing. 48. 9-9.
Status: Publicerad
Telea, A., Kerren, A. (2018). Special Issue on Selected Papers from IVAPP 2018. Information. 9 (7).
Status: Publicerad
Kerren, A., Schreiber, F. (2014). Why Integrate InfoVis and SciVis? : An Example from Systems Biology. IEEE Computer Graphics and Applications. 34 (6). 69-73.
Status: Publicerad

Konferensbidrag (Övrigt vetenskapligt)

Chatzimparmpas, A., Martins, R.M., Kucher, K., Kerren, A. (2021). Empirical Study : Visual Analytics for Comparing Stacking to Blending Ensemble Learning. Proceedings of the 23rd International Conference on Control Systems and Computer Science (CSCS23), 26–28 May 2021, Bucharest, Romania. 1-8.
Witschard, D., Jusufi, I., Martins, R.M., Kerren, A. (2020). Multiple Embeddings for Multivariate Network Analysis. 6th annual Big Data Conference at Linnaeus University, in Växjö, Sweden.
Kerren, A., Cernea, D., Pohl, M. (2016). Workshop on Emotion and Visualization : EmoVis 2016. Companion Publication of the 21st International Conference on Intelligent User Interfaces. 1-2.
Kerren, A. (2013). Interaction and Evaluation Techniques for Information Visualization : Future Directions. Proceedings of the 6th International Symposium on Visual Information Communication and Interaction (VINCI '13). 118-118.

Bok (Övrigt vetenskapligt)

Mcgee, F., Renoust, B., Archambault, D., Ghoniem, M., Kerren, A., et al. (2021). Visual Analysis of Multilayer Networks. Morgan & Claypool Publishers.

Kapitel i bok, del av antologi (Övrigt vetenskapligt)

Kerren, A., Löwe, W. (2021). Visualisering och bildbehandling. Medicinisk Informatik. Liber. 95-110.
Büschel, W., Chen, J., Dachselt, R., Drucker, S., Dwyer, T., et al. (2018). Interaction for Immersive Analytics. Immersive Analytics. Springer. 95-138.
Kerren, A. (2012). Visualizations and Animations in Learning Systems. Encyclopedia of the Sciences of Learning. Springer. 3419-3421.

Rapport (Övrigt vetenskapligt)

Kerren, A., Purchase, H.C., Ward, M.O. (2013). Information Visualization : Towards Multivariate Network Visualization. Dagstuhl, Germany, Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik. 23.
Kerren, A., Plaisant, C., Stasko, J.T. (2010). 10241 Abstracts Collection : Information Visualization. Dagstuhl, Germany, Schloss Dagstuhl. 11.
Kerren, A., Plaisant, C., Stasko, J.T. (2010). 10241 Executive Summary : Information Visualization. Dagstuhl, Germany, Schloss Dagstuhl. 10.
Mario, A., Kerren, A., Klein, K., Kohlbacher, O., Mutzel, P., et al. (2008). A Graph-drawing Perspective to Some Open Problems in Molecular Biology. Technical University Dortmund. 12.
Kerren, A., Stasko, J.T., Fekete, J., North, C. (2007). 07221 Abstracts Collection : Information Visualization - Human-Centered Issues in Visual Representation, Interaction, and Evaluation. Dagstuhl, Germany, Schloss Dagstuhl. 14.
Kerren, A., Stasko, J.T., Fekete, J., North, C. (2007). 07221 Executive Summary : Information Visualization - Human-Centered Issues in Visual Representation, Interaction, and Evaluation. Dagstuhl, Germany, Schloss Dagstuhl. 5.
Kerren, A. (2005). Interactive Visualization of Graph Pyramids. Schloss Dagstuhl, Germany, Internationales Begegnungs- und Forschungszentrum für Informatik (IBFI). 11.

Manuskript (Övrigt vetenskapligt)

Kotlarek, J., Kwon, O., Ma, K., Eades, P., Kerren, A., et al. (2020). A Study of Mental Maps in Immersive Network Visualization.

Övrigt (Övrigt vetenskapligt)

Jusufi, I., Klukas, C., Kerren, A., Schreiber, F. (2010). Interactive Navigation in Interconnected Biochemical Pathways.
Kerren, A., Jusufi, I., Milrad, M. (2008). GNV System: A Tool for Visualizing Geo-tagged Data. 2.

Artikel, forskningsöversikt (Övrigt vetenskapligt)

Lin, X., Kerren, A., Zhang, J. (2009). Challenges in Human-Centered Information Visualization: Introduction to the Special Issue. Information Visualization. Palgrave Macmillan Ltd. 8 (3). 137-138.
Status: Publicerad

Bok (Övrigt (populärvetenskap, debatt))

Kerren, A., Stasko, J.T., Fekete, J., North, C. (2008). Information Visualization : Human-Centered Issues and Perspectives. Springer.
Hagen, H., Kerren, A., Dannenmann, P. (2006). Visualization of Large and Unstructured Data Sets. GI-Edition.

Kapitel i bok, del av antologi (Övrigt (populärvetenskap, debatt))

Kerren, A., Stasko, J.T., Dykes, J. (2008). Teaching Information Visualization. Information Visualization : Human-Centered Issues and Perspectives. Springer. 65-91.
Müldner, T., Shakshuki, E., Kerren, A. (2008). Algorithm Education Using Structured Hypermedia. Strategic Application of Distance Learning Technologies. Information Science Reference.
Kerren, A., Ebert, A., Meyer, J. (2007). Introduction to Human-Centered Visualization Environments. Human-Centered Visualization Environments : GI-Dagstuhl Research Seminar, Dagstuhl Castle, Germany, March 5-8, 2006, Revised Lectures.

Andreas Kerren

Forskning

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Publikationer

Artikel i tid­skrift (Referee­granskat)

Konferens­bidrag (Referee­granskat)

Kapitel i bok, del av antologi (Referee­granskat)

Samlings­verk (redaktör­skap) (Referee­granskat)

Proceedings (redaktörskap) (Referee­granskat)

Övrigt (Referee­granskat)

Artikel i tid­skrift (Övrigt veten­skapligt)

Konferens­bidrag (Övrigt veten­skapligt)

Bok (Övrigt veten­skapligt)

Kapitel i bok, del av antologi (Övrigt veten­skapligt)

Rapport (Övrigt veten­skapligt)

Manuskript (Övrigt veten­skapligt)

Övrigt (Övrigt veten­skapligt)

Artikel, forsknings­översikt (Övrigt veten­skapligt)

Bok (Övrigt (populär­vetenskap, debatt))

Kapitel i bok, del av antologi (Övrigt (populär­vetenskap, debatt))