Improving the Quality of the User Experience by Query Answer Modification
Resumo
This paper proposes a process that modifies the presentation of a query answer to improve the quality of the user’s experience. The process is particularly useful when the answer is long and repetitive. The process reorganizes the original query answer by applying heuristics to summarize the results and to select template questions that create a user dialog that guides the presentation of the results.
Palavras-chave:
Question Answering (QA), Natural Language Query (NLQ), Summarization, Aggregation, RDF, Semantic Web
Referências
Dalianis, H. and Hovy, E. (1996). Aggregation in natural language generation. In Carbonell, J. G., Siekmann, J., Goos, G., Hartmanis, J., Leeuwen, J., Adorni, G., andZock, M., editors, Trends in Natural Language Generation An Artificial IntelligencePerspective, volume 1036, pages 88–105. Springer Berlin Heidelberg, Berlin, Heidelberg.
Deutch, D., Frost, N., and Gilad, A. (2017). Provenance for natural language queries. Proceedings of the VLDB Endowment, 10(5):577–588.
Diefenbach, D., Lopez, V., Singh, K., and Maret, P. (2018). Core techniques of question answering systems over knowledge bases: a survey. Knowledge and Information Systems, 55(3):529–569.
Hu, X., Dang, D., Yao, Y., and Ye, L. (2018). Natural language aggregate query over RDF data. Information Sciences, 454-455:363–381.
Isotani, S. and Bittencourt, I. I. (2015). Dados abertos conectados. Novatec, São Paulo. OCLC: 959729676.
Menendez, E. S., Casanova, M. A., Leme, L. A. P., and Boughanem, M. (2019). Novel node importance measures to improve keyword search over rdf graphs. In International Conference on Database and Expert Systems Applications, pages 143–158. Springer.
Pan, J. Z., Vetere, G., Gomez-Perez, J. M., and Wu, H., editors (2017). Exploiting Linked Data and Knowledge Graphs in Large Organisations. Springer International Publishing, Cham.
Reutter, J. L., Soto, A., and Vrgoč, D. (2015). Recursion in SPARQL. In Arenas, M., Corcho, O., Simperl, E., Strohmaier, M., d’Aquin, M., Srinivas, K., Groth, P., Dumontier, M., Heflin, J., Thirunarayan, K., Thirunarayan, K., and Staab, S., editors, The Semantic Web - ISWC 2015, volume 9366, pages 19–35. Springer International Publishing, Cham.
Deutch, D., Frost, N., and Gilad, A. (2017). Provenance for natural language queries. Proceedings of the VLDB Endowment, 10(5):577–588.
Diefenbach, D., Lopez, V., Singh, K., and Maret, P. (2018). Core techniques of question answering systems over knowledge bases: a survey. Knowledge and Information Systems, 55(3):529–569.
Hu, X., Dang, D., Yao, Y., and Ye, L. (2018). Natural language aggregate query over RDF data. Information Sciences, 454-455:363–381.
Isotani, S. and Bittencourt, I. I. (2015). Dados abertos conectados. Novatec, São Paulo. OCLC: 959729676.
Menendez, E. S., Casanova, M. A., Leme, L. A. P., and Boughanem, M. (2019). Novel node importance measures to improve keyword search over rdf graphs. In International Conference on Database and Expert Systems Applications, pages 143–158. Springer.
Pan, J. Z., Vetere, G., Gomez-Perez, J. M., and Wu, H., editors (2017). Exploiting Linked Data and Knowledge Graphs in Large Organisations. Springer International Publishing, Cham.
Reutter, J. L., Soto, A., and Vrgoč, D. (2015). Recursion in SPARQL. In Arenas, M., Corcho, O., Simperl, E., Strohmaier, M., d’Aquin, M., Srinivas, K., Groth, P., Dumontier, M., Heflin, J., Thirunarayan, K., Thirunarayan, K., and Staab, S., editors, The Semantic Web - ISWC 2015, volume 9366, pages 19–35. Springer International Publishing, Cham.
Publicado
28/09/2020
Como Citar
PINHEIRO, João Pedro Valladão; CASANOVA, Marco Antonio; MENENDEZ, Elisa Souza.
Improving the Quality of the User Experience by Query Answer Modification. In: SIMPÓSIO BRASILEIRO DE BANCO DE DADOS (SBBD), 35. , 2020, Evento Online.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2020
.
p. 229-234.
ISSN 2763-8979.
DOI: https://doi.org/10.5753/sbbd.2020.13646.
