Data and information quality: Research themes and evolving trends

2015 Americas Conference on Information Systems, AMCIS 2015

Volumn , Issue , 2015, Pages

  Shankaranarayanan, G ^a   Blake, Roger ^b  

^a BABSON COLLEGE   (United States)

^b UNIVERSITY OF MASSACHUSETTS BOSTON   (United States)

Author keywords

Data quality; Information quality; Latent Semantic Analysis (LSA); Research frameworks

Indexed keywords

DECISION MAKING; INFORMATION ANALYSIS; INFORMATION SYSTEMS; SEMANTICS;

CRITICAL ASSET; DATA AND INFORMATION; DATA QUALITY; INFORMATION QUALITY; LATENT SEMANTIC ANALYSIS; RESEARCH FRAMEWORKS; RESEARCH OPPORTUNITIES; WORK IN PROGRESS;

BIG DATA;

EID: 84963631905     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (24)

1. Albert, S. and Whetten, D. 1985. "Organization identity", Research on Organizational Behavior, (7), pp. 263-295.
2. Ballou, D. P. and Pazer, H. L. 1985. "Designing Information Systems to Optimize the Accuracy-timeliness Tradeoff", Information Systems Research, (6).
3. Blake, R. 2010. "Identifying the core topics and themes in information quality research", in Proceedings of the Americas Conference on Information Systems, Lima, Peru.
4. Blake, R. and Shankaranarayanan, G. 2010. "Framing Data Quality Research: A Semantic Analysis Approach", in Proceedings of the International Conference on Information Quality, Little Rock, AR.
5. Deerwester, S., Dumais, S. T., Landauer, T. K., Furnas, G. W., and Harshman, R. A. 1990. "Indexing by latent semantic analysis", Journal of the Society for Information Science (41), pp. 391-407.
6. Evangelopoulos, N., Zhang, X., and Prybutok, V. 2012. "Latent Semantic Analysis: Five methodological recommendations", European Journal of Information Systems, (21:1), pp. 70-86.
7. Even, A., Shankaranarayanan, G. and Berger, P. D. 2007. "Inequality in Utility of Data and its Implications for Data Management", in Proceedings of the Seventeenth Annual Workshop on Information Technology and Systems (WITS 2007).
8. Fisher, C. W., Chengalur-Smith, I., & Ballou, D. P. 2003. "The impact of experience and time on the use of data quality information in decision making", Information Systems Research (14:2), pp. 170-188.
9. Ge, M. and Helfert, M. 2007. "A Review of Information Quality Research", in Proceedings of the International Conference on Information Quality, Cambridge, MA.
10. Gordon, S. R., Blake, R., & Shankaranarayanan, G. 2013. "Case-based research in information systems: Gaps and trends", Journal of Information Technology Theory and Application (JITTA), 14 (2).
11. th Edition.
12. Landauer, T. K., Foltz, P. W., and Laham, D. 1998. "Introduction to Latent Semantic Analysis", Discourse Processes (25), pp. 259-284.
13. Lee, Y. W., Pipino, L. L., Funk, J. D., and Wang, R. Y. 2006. Journey to Data Quality, The MIT Press, Cambridge, MA.
14. Lima, L., Maçada, G., and Vargas, L. M. 2006. "Research into information quality: A study of the state-ofthe-art in IQ and its consolidation", in Proceedings of the International Conference on Information Quality, Cambridge, MA.
15. Madnick, S., Wang, R. Y., and Lee, Y. W. 2009. "Overview and Framework for Data and Information Quality Research", ACM Journal of Information and Data Quality, (1), pp. 1-22.
16. Neely, M. P. and Cook, J. 2008. "A Framework for Classification of the Data and Information Quality Literature and Preliminary Results (1996-2007)", in Americas Conference on Information Systems (AMCIS), Toronto, CA.
17. Shankaranarayanan, G., Wang, R. Y. and Ziad, M. 2000. "IPMAP: Representing the Manufacture of an Information Product", in Proceedings of the Information Quality Conference (IQ2000), Boston, MA.
18. Shankaranarayanan, G. and Cai, Y. 2006. "Supporting Data Quality Management in Decision Making", Decision Support Systems (42), pp. 302-317.
19. th International Conference on Information Quality (ICIQ - 2012), Paris, France, pp. 311-325.
20. Sidorova, A., Evangelopoulos, N., Valacich, J. S., and Ramakrishnan, T., "Uncovering the intellectual core of the information systems discipline", MIS Quarterly, vol. 32, 2008, pp. 467-482.
21. Stotesbury, H. 2003. "Evaluation in research article abstracts in the narrative and hard sciences", Journal of English for Academic Purposes (2), pp. 327-341.
22. Wang, R. Y., Storey, V. C., and Firth, P. 1995. "A Framework for Analysis of Data Quality Research", IEEE Transactions on Knowledge and Data Engineering (7), pp. 623-640.
23. Wang, R. Y. and Strong, D. M. 1996. "Beyond Accuracy: What Data Quality Means to Consumers", Journal of Management Information Systems (12), 1996, pp. 5-34.
24. Zhang, T., Wu, Y., and Huang, W. 2014. "Comparison of LSA and LDA in Data Quality/Information Quality Research", in Proceedings of the 19th International Conference on Information Quality (ICIQ - 2014), Xi'an, China, pp. 99-112.