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A Methodology for Retrieving Datasets from Open Government Data Portals Using Information Retrieval and Question and Answering Techniques
- Source :
- Lecture Notes in Computer Science ISBN: 9783030575984, EGOV, Lecture Notes in Computer Science, 19th International Conference on Electronic Government (EGOV), 19th International Conference on Electronic Government (EGOV), Aug 2020, Linköping, Sweden. pp.239-249, ⟨10.1007/978-3-030-57599-1_18⟩
- Publication Year :
- 2020
- Publisher :
- Springer International Publishing, 2020.
-
Abstract
- Part 3: Open Data: Social and Technical Aspects; International audience; Public administration is one of the largest producers and collectors of data in several domains. Bearing in mind that one of the main pillars of public transparency is the release of social value through government data, and that this right remains a challenge for citizens, in this work we implemented a methodology that uses techniques and Answers and Information Retrieval to retrieve data sets and respond to questions from citizens on a Brazilian open government data portal. Using metrics of information retrieval evaluation, such as accuracy and recall, we obtained satisfactory results in applying the proposed methodology.
- Subjects :
- Open government
050101 languages & linguistics
Government
Information retrieval
Recall
Computer science
[SHS.INFO]Humanities and Social Sciences/Library and information sciences
05 social sciences
02 engineering and technology
Transparency (behavior)
Question and Answering
Data portal
Open government data
Work (electrical)
Information Retrieval
0202 electrical engineering, electronic engineering, information engineering
[INFO]Computer Science [cs]
020201 artificial intelligence & image processing
0501 psychology and cognitive sciences
Subjects
Details
- ISBN :
- 978-3-030-57598-4
- ISBNs :
- 9783030575984
- Database :
- OpenAIRE
- Journal :
- Lecture Notes in Computer Science ISBN: 9783030575984, EGOV, Lecture Notes in Computer Science, 19th International Conference on Electronic Government (EGOV), 19th International Conference on Electronic Government (EGOV), Aug 2020, Linköping, Sweden. pp.239-249, ⟨10.1007/978-3-030-57599-1_18⟩
- Accession number :
- edsair.doi.dedup.....e23a8ccc9c0364d16d8ceffa60cede21