Abstract:
Internet users constantly make searches to find objects or results of their interest, generally through terms or phrases. Traditional search offers only solutions that take into account just the individual characteristics of the results, and not the relations they have with the rest of the universe. Typically, we are given an ordered list of the results related to the search criterion, which implies the need of changing several times the terms of the query to get to a solution that is more adequate to the intended search goal. As a solution to this problem, Composite Retrieval proposes that the results to a query may be grouped in sets of items (bundles), related through some similarity criterion, but at the same time are complementary. In this work we propose heuristic algorithms for Composite Retrieval which are evaluated experimentally, showing performance improvements over the previous results presented in the literature. © 2016 IEEE.
Registro:
| Documento: |
Conferencia
|
| Título: | New algorithms for composite retrieval |
| Autor: | Feuerstein, E.; Knebel, J.A.; Mendez-Diaz, I.; Stein, A.; Zabala, P.; Accenture; CONICYT; et al.; NIC Chile; RyC Consultores Asociados; Telefonica I+D |
| Filiación: | Departamento de Computación, FCEyN, UBA, Buenos Aires, Argentina
CONICET, Argentina
|
| Palabras clave: | Composite retrieval; Heuristics; Computer programming; Computer science; Heuristics; Individual characteristics; Internet users; Search criterion; Similarity criteria; Heuristic algorithms |
| Año: | 2017
|
| DOI: |
http://dx.doi.org/10.1109/CLEI.2016.7833376 |
| Título revista: | 42nd Latin American Computing Conference, CLEI 2016
|
| Título revista abreviado: | Proc. Lat. Am. Comput. Conf., CLEI
|
| Registro: | https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_97815090_v_n_p_Feuerstein |
Referencias:
- Anh, V., Moffat, A., Integrated impacts for web retrieval (2003) Proc. 2003 Australian Document Computing Symposium, pp. 25-30
- Baeza-Yates, R., Saint-Jean, F., Castillo, C., Web structure, dynamics and page quality (2002) Proceedings of String Processing and Information Retrieval (SPIRE), pp. 117-132
- Cormack, G.V., Palmer, C.R., Clarke, L.A., Efficient construction of large test collections (1998) Research and Development in Information Retrieval, pp. 282-289
- Baeza-Yates, R., Ribeiro-Neto, B., (1999) Modern Information Retrieval, , Addison-Wesley
- Manning, C., Raghavan, P., Schutze, H., (2008) Introduction to Information Retrieval, , Cambridge University Press
- Zobel, J., Moffat, A., Inverted files for text search engines (2006) ACM Computing Surveys, pp. 1-56
- Yahia, S.A., Bonchi, F., Castillo, C., Feuerstein, E., Diaz, I.M., Zabala, P., Composite retrieval of diverse and complementary bundles (2014) IEEE Transactions on Knowledge and Data Engineering, (26), pp. 2662-2675
- Ghezzi, C., Ghezzi, G., Lanzi, P., Sangiorgio, M., Tamburrelli, G., A Data-driven Journey Through Software Engineering Research, , xxxx
- Basu Roy, S., Amer-Yahia, S., Chawla, A., Das, G., Yu, C., Constructing and exploring composite items (2010) Proceedings of the 2010 ACM SIGMOD International Conference on Management of Data, Ser. SIGMOD '10, pp. 843-854. , http://doi.acm.org/10.1145/1807167.1807258, New York, NY, USA: ACM
- Xie, M., Lakshmanan, L.V., Wood, P.T., Breaking out of the box of recommendations: From items to packages (2010) Proceedings of the Fourth ACM Conference on Recommender Systems, Ser. RecSys '10, pp. 151-158. , http://doi.acm.org/10.1145/1864708.1864739, New York, NY, USA: ACMA4 - Accenture; CONICYT; et al.; NIC Chile; RyC Consultores Asociados; Telefonica I+D
Citas:
---------- APA ----------
Feuerstein, E., Knebel, J.A., Mendez-Diaz, I., Stein, A., Zabala, P. & Accenture; CONICYT; et al.; NIC Chile; RyC Consultores Asociados; Telefonica I+D
(2017)
. New algorithms for composite retrieval. 42nd Latin American Computing Conference, CLEI 2016.
http://dx.doi.org/10.1109/CLEI.2016.7833376---------- CHICAGO ----------
Feuerstein, E., Knebel, J.A., Mendez-Diaz, I., Stein, A., Zabala, P., Accenture; CONICYT; et al.; NIC Chile; RyC Consultores Asociados; Telefonica I+D
"New algorithms for composite retrieval"
. 42nd Latin American Computing Conference, CLEI 2016
(2017).
http://dx.doi.org/10.1109/CLEI.2016.7833376---------- MLA ----------
Feuerstein, E., Knebel, J.A., Mendez-Diaz, I., Stein, A., Zabala, P., Accenture; CONICYT; et al.; NIC Chile; RyC Consultores Asociados; Telefonica I+D
"New algorithms for composite retrieval"
. 42nd Latin American Computing Conference, CLEI 2016, 2017.
http://dx.doi.org/10.1109/CLEI.2016.7833376---------- VANCOUVER ----------
Feuerstein, E., Knebel, J.A., Mendez-Diaz, I., Stein, A., Zabala, P., Accenture; CONICYT; et al.; NIC Chile; RyC Consultores Asociados; Telefonica I+D New algorithms for composite retrieval. Proc. Lat. Am. Comput. Conf., CLEI. 2017.
http://dx.doi.org/10.1109/CLEI.2016.7833376