Designing Information Visualization for Higher Education Institutions: A Pre-Design Study
DOI:
https://doi.org/10.32890/jict2016.15.1.7Keywords:
Information visualization, pre-design study, data-driven decision making, multidimensional datasets, higher education institutionsAbstract
References
Bowen, J. P. (2013). Online communities: Visualization and formalization. Proceedings of the Second International Workshop on Cyberpatterns: Unifying Design Patterns with Security, Attack and Forensic Patterns. Abingdon, UK, 8-9 July. Journal of ICT, 15, No. 1 (June) 2016, pp: 145–
Bresfelean, V. P., Ghisoiu, N., Lacaurezeanu, R., & Sitar-Taut, D. A. (2009). Towards the development of decision support in academic environments. Proceedings of International Conference on Information Technology Interfaces, ITI, ’09, pp. 343-348.
Conrad, C., Gasman, M., Lundberg, T., Nguyen, T-H., Commodore, F., Samayoa, A. C. (2013). Using educational data to increase learning, retention, and degree attainment at Minority Serving Institutions (MSIs), A Research Report of Penn Graduate School of Education, GSE. http://jict.uum.edu.my
Creswell, J. (2009). Research Design: Qualitative, quantitative and mixed approaches (3rd ed.). United States of America: Sage.
Delavari, N., Phon-Amnuaisuk, S., & Beikzadeh. M. R. (2008). Data mining application in higher learning institutions. Institute of Mathematics and Informatics, Vilnus, 7(1), 31-54.
Ehlers. K., Joubert, M., Kinghorn, J., & van Zyl, A. (2009). Decision support system for institutional research management in higher education: Data mining to determine research focus, intensity and synergy. Proceedings of International Conference on Computational Science and Engineering
Faisal, S., Craft, B., Cairns, P. & Blandford, A. (2008). Internalization, qualitative methods, and evaluation. Proceedings of the 2008 Conference on Beyond Time and Errors: Novel Evaluation Methods for Information Visualization, pp. 1-8. Association for Computing Machinery.
Fekete, J-D. & Plaisant, C. (2002). Interactive information visualization of a million items. Proceedings of the IEEE Symposium on Information Visualization (InfoVis ’02).
Grammel, L., Tory, M. & Storey, M-A. (2010). How Information Visualization Novices Construct Visualizations. IEEE Transaction on Visualization and Computer Graphics, 16(6), 943-952.
Hao, M. C., Dayal, U., Sharma., Keim, D., & Janetzko, H. (2010). Visual analytics of large multi-dimensional data using variable binned scatter plots, in visualization and data analysis. Proceedings of IS & T/SPIE Electronic Imaging, Science and Technology, Belligham.
Hinrichs, U., Schmidt, H., & Carpendale, S. (2008). EMDialog: Bringing information visualization into the museum. IEEE Transaction on Visualization and Computer Graphics, 14(6), 1181-1188. Journal of ICT, 15, No. 1 (June) 2016, pp: 145–
Huang, J. Y., Li, Y., Zhang, J. M., & Yu, J. (2010). Developing novel design patterns in information visualizations for mobile health systems. Proceedings of 2010 3rd International Conference on Biomedical Engineering and Informatics (BMEI 2010), pp. 2748–2752.
Isenberg, P., Tang, A., & Carpendale, S. (2008). An exploratory study of visual information analysis, CHI Proceedings: Visualization to Support Information Work, April 5-10, 2008, pp. 1217-1226. http://jict.uum.edu.my
Johansson, J., Nest, T. S. & Linner, B. (2010). Evaluating climate visualization: An information visualization approach. Proceedings of IEEE 2010 14th International Conference on Information Visualization, pp. 156-161.
Jung, H., Lee, M., Kim, P., & Kim, D. (2011) Study on the Visualization Elements of Web Information Services – Focused on Researcher Network and Graphics Chart, Proceedings of 2011 Eighth International Conference on Information Technology: New Generations, pp. 459–463.
Keim, D., Andrienko, G., Fekete, J-D., Gorg, C., Kohlhammer, J. & Melancon, G. (2008). Visual Analytics: Definition, Process, and Challenges. A Kerren et al. (Eds): Information Visualization, LNCS 4950, pp. 154-175. Springer-Verlag Berlin Heidelberg.
Keim, D., Pras, A., Schonwalder, J., Wong, P. C. & Mansmann, F. (2010). Report on the Datgstuhl Seminar on Visualization and Monitoring of Network Traffic. Journal of Network and Systems Management, 18(2), 232-236.
Koh, L.C., Slingsby, A., Dykes, J., & Kam, T. S. (2011). Developing and applying a user-centred model for the design and implementation of information visualization tools. Proceedings of 15th IEEE International Conference on Information Visualization, IEEE Computer Society.
Kohlhammer, J., Ruppert, T., Darvey, J., Mansmann, F. & Keim, D. (2010). Information visualization and visual analytics for governance and policy modelling. CROSSROAD Call for Contribution on Future Internet on ICT for Governance and Policy Modelling, 2010.
Krstajic, M., Najm-Araghi, M. Mansmann, F. & Keim, D. (2012). Incremental visual text analytics of news story development. Proceedings of Conference on Visualization and Data Analysis (VDA ’12). Journal of ICT, 15, No. 1 (June) 2016, pp: 145–
Lam, H., Bertini, E., Isenberg, P., Plaisant, C. & Carpendale, S. (2012). empirical studies in information visualization: Seven scenario, IEEE Transaction on Visualization and Computer Graphics, 18(9), 1520-1536
Lee, B., Czerwinski, M., Roberston, G. & Bederston, B. B. (2005). Understanding research trend using paperlens. Proceedings CHI 2005, Portland, Oregon, USA.
Lirong, X., Mengium, W. & Jing, F. (2011). A visualization system for web http://jict.uum.edu.my retrieved credit information. Proceedings of Seventh International Conference on Natural Computation, pp. 728-732.
Mansmann, F., Fisher, F., Keim, D. A. & North, S. C. (2009). Visual support for analyzing network traffic and intrusion detection events using treemap and graph representations. Proceedings of the 3rd ACM Symposium on Computer Human Interaction for the Management of Information Technology (CHiMiT ’09), pp. 19-28.
Meyer, M. (2012). Designing visualization for biological data. A Keynote talk at 3rd Leonardo Satellite Symposium of Arts, Humanities and Complex Networks (NetSci, 2012).
Neuman, L.W. (2007). Basics of social research: Qualitative and quantitative approaches, (2nd ed.) Pearson International, USA.
Ning, Z., Wenxing, H., Siting, Z. & Li, T. (2012). A solution for an application of information visualization in telemedicine. Proceedings of the 7th International Conference on Computer Science & Education (ICCSE, 2012), Melbourne, Australia, pp. 407-411.
Oelke, D., Bak, P., Keim, D. A., Last, M. & Danon, G. (2008). Visual evaluation of text features for documents summarization and analysis. Proceedings of IEEE Symposium on Visual Analytics Science and Technology, Columbus, Ohio, USA.
Oracle Data Sheet (2011). Oracle Higher Education Constituent Hub (HECH). Retrieved from http://www.oracle.com/us/products/applications/master-data-management/education-research-hech-ds-164687.pdf
Pallant, J. (2010). SPSS survival manual: A step by step guide to data analysis using SPSS for Windows (Version 16). Australia: Allen & Unwin. Journal of ICT, 15, No. 1 (June) 2016, pp: 145–
Pinto, M., Raposo, R. & Ramos, F. (2012). Comparison of emerging information visualization tools for higher education. Proceedings of 16th International Conference on Information Visualization, pp. 100-105.
Pocius, K. & Reklaitis, V. (2000). Web-based services for technology education management and planning. Proceedings of International Workshop on Advanced Learning Technologies, IWALT, 2000, pp. 284-285.
Quigley, A. J. (2002). Experience with FADE for the visualization and abstraction of software views.Proceedings in 10th International http://jict.uum.edu.my Workshop on Programme Comprehension, IWPC ’02.
Robinson, A. C., Chen, J., Lengerich, E. J., Meyer, H. G. & MacEachren, A. M. (2005). Combining usability techniques to design geovisualization tools for epidemiology. Cartography and Geographic Information Science, 32 (4), 243–255.
Rogers, Y., Sharp, H. & Preece, J. (2011). Interaction design: Beyond human computer interaction (3rd ed.). United Kingdom. John Wiley & Sons, Limited.
Roth, R. E., Ross, K. S., Finch, B. G., Luo, W., & MacEachren, A. M. (2010). A user-centered approach for designing and developing spatiotemporal crime analysis tools. In Sixth International conference on Geographic Information Science.
Sarker, Farhana, Davis, Hugh, Tiropanis, & Thanasis (2010). The role of institutional repositories in addressing higher education challenges. The Second International Workshop on Semantic Web Application in Higher Education, University of Southampton, UK.
Schaefer, M., Wanner, F., Kahl, R., Zhang, L., Schreck, T. & Keim, D. A. (2011). A novel explorative visualization tool for financial time series data analysis. Proceedings of VAW, University College London, UK.
Semiu, A. & Zulikha J. (2014). Towards developing an instrument in measuring the need for InfoVis.Proceeding of Knowledge Management International Conference, Langkawi, pp. 628-631, Malaysia-KMICe 2014, Aug., 12-15, 2014.
Semiu, A., & Zulikha J. (2016). Students’ data-driven decision making in HEI: The explicit knowledge involved. International Journal of Information and Education Technology, 6(1), 71-75. Journal of ICT, 15, No. 1 (June) 2016, pp: 145–
Sheneiderman, B. & Plaisant, C. (2010). Designing the user interface: Strategies for effective human-computer interaction (5th ed). U.S.A: Pearson Higher Education.
Simon, S., Oelke, D., Landstorfer, R., Neuhaus, K. & Keim, D. (2011). Visual analysis of next-generation sequencing data to detect overlapping genes in bacterial genomes. Proceedings of IEEE Symposium on Biological Data Visualization, October 23-24, Providence Island, USA, page 47-54.
Sopan, A., Song-le Noh, A., Karol, S., Rosenfeld, P., Lee, G., A Shneiderman, http://jict.uum.edu.my B. (2012). Community health map: A geospatial and multivariate data visualization tool for public health datasets. Government Information Quarterly, 29, 223-234.
Spence, R. (2007). Information vsualization: Design for interaction (2nd ed.). England: Pearson Education Limited.
Stasko, J. (2008). Visualization for information exploration and analysis. Proceedings of IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC ’08).
Stoffel, A., Spretke, D., Kinnemann, H. & Keim, D. A. (2010). Enhancing document structure analysis using visual analytics. Proceedings of the 2010 ACM Symposium on Applied Computing (SAC’10), pp. 8-12, 2010.
Stoffel, A., Zhang, L., Weber, S. H. & Keim, D. A. (2012). AMPLIO VQA-A web-based visual query analysis system for micro grid energy mix planning. Proceedings of International Workshop on Visual Analytics, the Eurographics Association, 2012.
Strobelt, H., Oelke, D., Rohrdantz, C. & Stoffel, A. (2009). Document cards: A top trumps visualization for documents. IEEE Transaction on Visualization and Computational Graph. 15(6):1145-52. doi: 10.1109/ TVCG.2009.139.
Tan, P-N, Steinbach, M; & Kumar, V. (2006). Introduction to data mining (1st ed.). U.S.A. Pearson Education.
Tekir, S., Mansmann, F; & Keim, D. (2011). Geodesic Distances for web document clustering. Proceedings of IEEE Symposium on Computational Intelligence and Data Mining (CIDM, 2011). Journal of ICT, 15, No. 1 (June) 2016, pp: 145–
Tory, M. & Staub-French, S. (2008). Qualitative analysis of visualization: A building design field study. ACM Proceedings of BELIV, 2008, Florence, Italy, pp. 1-8.
Wang, H., Zhao, G., Wang, W. & Chen, C. (2012). The design and implementation of the platform of interactive information visualization on aircraft product development. Proceedings of 3rd International Conference on System Science, Engineering Design and Manufacturing Informatization, pp. 180-184. http://jict.uum.edu.my
Wanner, F., Rohrdantz, C., Mansmann, F., Stoffel, A., Oelke, D., Kristajic, M., Keim, D. A, Lou, D., Yang, J., & Atkinson, M. (2009). Large-scale comparative sentiment analysis of news articles. Proceedings of InfoVis Conference ’09.
Ware, C. (2000). Information Visualization: Perception for design. United States of America: Morgan Kaufmann Publishers.
Wu, X. & Ren, F. (2010). Mechanism and methods of outdoor AR spatial information visualization representation. Proceedings 2010 Second International Conference on Computer Modelling and Simulation, pp. 272-276, IEEE Computer Society.
Yanosky, R. (2009). Institutional data management in higher education. A Report from EduCause Centre for Applied Research. Retrieved from http://net.educause.edu/ir/library/pdf/EKF/EKF0908.pdf
Yu, C., Yurovsky, D. & Xu, T. (2012). Visual data mining: An exploratory approach to analyzing temporal patterns of eye movement. Infancy, 17(1), 33-60.
Zheng, X-Z., Wang, S-L., Luo, J-H., Cao, Y., & Qing, D-Z. (2011). Research on the framework of information visualization system of equipment support decision-making. Proceedings of 2011 International Conference on Computational and Information Science, pg. 780-784 IEEE Computer Society.
Zhong, C., Wang, T., Cairns, S., & Arisona, S. M. (2012). Using an interactive dymaxion map to convey research information through visualization. Proceedings of 16th International Conference on Information Visualization, IEEE Computer Society. Journal of ICT, 15, No. 1 (June) 2016, pp: 145–
Ziegler, H., Nietzschmann, T., & Keim, D. (2008). Visual analytics on the financial market: Pixel-based analysis and comparison of long-term investments. Proceedings of the 12th Conference on Information Visualization (IV 2008), IV-VDM Symposium on Visualization and Data Mining, IEEE Computer Society, pp. 287-295. http://jict.uum.edu.my
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