| dc.creator | Morais, Ramon Abilio Flávio | |
| dc.creator | Vale, Gustavo | |
| dc.creator | Oliveira, Claudiane | |
| dc.creator | Pereira, Denilson Alves | |
| dc.creator | Costa, Heitor | |
| dc.date | 2017-10-26T18:09:30Z | |
| dc.date | 2017-10-26T18:09:30Z | |
| dc.date | 2015-08 | |
| dc.date.accessioned | 2023-09-28T20:08:27Z | |
| dc.date.available | 2023-09-28T20:08:27Z | |
| dc.identifier | MORAIS, R. A. F. Applying information retrieval techniques to detect duplicates and to rank references in the preliminary phases of systematic literature reviews. CLEI Electronic Journal, Montevideo, v. 18, n. 2, Aug. 2015. | |
| dc.identifier | repositorio.ufla.br/jspui/handle/1/15596 | |
| dc.identifier.uri | https://repositorioslatinoamericanos.uchile.cl/handle/2250/9045431 | |
| dc.description | Systematic Literature Review (SLR) is a means to synthesize relevant and high quality studies
related to a specific topic or research questions. In the Primary Selection stage of an SLR, the
selection of studies is usually performed manually by reading title, abstract, and keywords of
each study. In the last years, the number of published scientific studies has grown increasing the
effort to perform this sort of reviews. In this paper, we proposed strategies to detect non-papers
and duplicated references in results exported by search engines, and strategies to rank the
references in decreasing order of importance for an SLR, regarding the terms in the search string.
These strategies are based on Information Retrieval techniques. We implemented the strategies
and carried out an experimental evaluation of their applicability using two real datasets. As
results, the strategy to detect non-papers presented 100% of precision and 50% of recall; the
strategy to detect duplicates detected more duplicates than the manual inspection; and one of the
strategies to rank relevant references presented 50% of precision and 80% of recall. Therefore,
the results show that the proposed strategies can minimize the effort in the Primary Selection
stage of an SLR. | |
| dc.format | application/pdf | |
| dc.language | pt_BR | |
| dc.publisher | Centro Latinoamericano de Estudios en Informática | |
| dc.rights | Attribution 4.0 International | |
| dc.rights | acesso aberto | |
| dc.rights | http://creativecommons.org/licenses/by/4.0/ | |
| dc.source | CLEI Electronic Journal | |
| dc.subject | Systematic literature review | |
| dc.subject | Information retrieval | |
| dc.subject | Vector model | |
| dc.subject | Primary selection | |
| dc.title | Applying information retrieval techniques to detect duplicates and to rank references in the preliminary phases of systematic literature reviews | |
| dc.type | Artigo | |
