Using information visualization and text mining to facilitate the conduction of systematic literature reviews

Lecture Notes in Business Information Processing

Volumn 141, Issue , 2013, Pages 243-256

  Fabbri, Sandra ^a   Hernandes, Elis ^a   Di Thommazo, Andre ^a,b   Belgamo, Anderson ^a,b,c   Zamboni, Augusto ^a   Silva, Cleiton ^a,b  

^a FEDERAL UNIVERSITY OF SÃO CARLOS   (Brazil)

^b INSTITUTO FEDERAL DE EDUCAÇÃO   (Brazil)

^c METHODIST UNIVERSITY OF PIRACICABA   (Brazil)

Author keywords

Systematic literature review; Systematic mapping; Tool; Visualization

Indexed keywords

FLOW VISUALIZATION; INFORMATION SYSTEMS; MAPPING; TOOLS; VISUALIZATION;

COMPARATIVE ANALYSIS; INFORMATION VISUALIZATION; SCIENTIFIC LITERATURE; STATE OF THE ART; SYSTEMATIC LITERATURE REVIEW; SYSTEMATIC MAPPING; SYSTEMATIC REVIEW; TEXT MINING TECHNIQUES;

DATA MINING;

EID: 84916622225     PISSN: 18651348     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-40654-6_15     Document Type: Conference Paper

References (16)

1. Pai, M., McCulloch, M., Gorman, J.D., Pai, N., Enanoria, W., Kennedy, G., Tharyan, P., Colford Jr, J.M.: Clinical research methods - systematic reviews and meta-analyses: an illustrated, step-by-step guide. Natl Med. J. India 17, 89–95 (2004)
2. Kitchenham, B.A.: Procedures for performing systematic reviews. Software Engineering Group, Keele University, Keele, Tech. Rep. TR/SE 0401 (2004)
3. Petersen, K., et al.: Systematic mapping studies in software engineering. In: Proceedings of the International Conference on Evaluation and Assessment in Software Engineering, Bari, Italy (2008)
4. Montebelo, R.P., et al.: SRAT (Systematic Review Automatic Tool) Uma Ferramenta Computacional de Apoio à Revisão Sistemática. In: V Experimental Software Engineering Latin American Workshop, ICMC-São Carlos (2007)
5. Zamboni, A.B., Thommazo, A.D., Hernandes, E.C.M., Fabbri, S.C.P.F.: StArt Uma Ferramenta Computacional de Apoio à Revisão Sistemática. In: Brazilian Conference on Software: Theory and Practice - Tools session, UFBA (2010)
6. Hernandes, E.C.M., Zamboni, A.B., Thommazo, A.D., Fabbri, S.C.P.F.: Avaliação da ferramenta StArt utilizando o modelo TAM e o paradigma GQM. In: X Experimental Software Engineering Latin American Workshop, ICMC-São Carlos (2010)
7. Burley, D.: Information visualization as a knowledge integration tool. J. Knowl. Manage. Pract. 11 (2010)
8. Kitchenham, B.A.: Guidelines for performing systematic literature reviews in software. Software Engineering Group, Keele University, Keele, University of Durham, Durham, Tech. Rep. EBSE-2007-01 (2007)
9. Gershon, N., Eick, S.G., Card, S.: Information visualization interactions. ACM Interact. 5, 9–15 (1998) (ACM Press)
10. Dunne, C., Shneiderman, B., Gove, R., Klavans, J., Dorr, B.: Rapid understanding of scientific paper collections: integrating statistics, text analytics, and visualization. JASIST: J. Am. Soc. Inf. Sci. Technol. 63, 2351–2369 (2012)
11. Boell, S.K., Cezec-Kecmanovic, D.: Are systematic reviews better, less biased and of higher quality? In: Proceedings of the European Conference on Information Systems, Helsinki, Finland (2010)
12. Salton, G.: Automatic Text Processing: The Transformation, Analysis and Retrieval of Information by Computer. Addison-Wesley, Reading (1989)
13. Salton, G., Allan, J.: Text retrieval using the vector processing model. In: Symposium on Document Analysis and Information Retrieval. University of Nevada, Las Vegas (1994)
14. Malheiros, V., Höhn, E., Pinho, R., Mendonça, M., Maldonado, J.C.: A visual text mining approach for systematic reviews. In: International Symposium on Empirical Software Engineering and Measurement, ESEM, pp. 245–254 (2007)
15. Felizardo, K.R., et al.: Using visual text mining to support the study selection activity in systematic literature reviews. In: International Symposium on Empirical Software Engineering and Measurement, ESEM, pp. 77–86 (2011)
16. Fernández-Sáez, A.M., Genero, M., Romero, F.P.: SLR-Tool: a tool for performing systematic literature reviews. In: Proceedings of the JISBD, pp. 329–332 (2010)