Abstract
GoogleMaps, Google Earth and Bing Maps have stimulated the visual exploration of maps on the Web and have allowed users to query spatial web objects. A spatial web object has a geographical location and usually has associated a textual description or a link to a web document. To select the objects in response to a query the data contained in their textual description or document must be inspected. Skyline is a query processing paradigm which offers queries over multiple criteria, where each criterion is equally important. In this paper we define Location-based Textual Skyline queries as those which use a spatial function and a function over descriptive text as criteria in a Skyline query. For example, a Location-based Textual Skyline query may use the distance and the relevance of keywords in the text describing a spatial web object, as criteria to retrieve objects. We define a technique to evaluate this kind of query and develop an experimental study to evaluate the proposed technique.
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References
Comscore releases december 2011 U.S. search engine rankings, http://www.comscore.com/Press_Events/Press_Releases/2012/1/comScore_Releases_December_2011_U.S._Search_Engine_Rankings
Börzsönyi, S., Kossmann, D., Stocker, K.: The skyline operator. In: ICDE, pp. 421–430 (2001)
Breu, H., Gil, J., Kirkpatrick, D., Werman, M.: Linear time Euclidean distance transform algorithms. IEEE Transactions on Pattern Analysis and Machine Intelligence, 529–533 (2002)
De Felipe, I., Hristidis, V., Rishe, N.: Keyword search on spatial databases. In: ICDE, pp. 656–665 (2008)
Zaragoza, H.: Information retrieval: Algorithms and heuristics. Inf. Retr. 5(2-3), 271–274 (2002)
Cong, G., Jensen, C.S., Wu, D.: Efficient retrieval of the top-k most relevant spatial web objects. PVLDB 2(1), 337–348 (2009)
Hariharan, R., Hore, B., Li, C., Mehrotra, S.: Processing spatial-keyword (sk) queries in geographic information retrieval (gir) systems. In: SSDBM, pp. 16–25 (2007)
Sanderson, M., Kohler, J.: Analyzing geographic queries. In: SIGIR Workshop on Geographic Information Retrieval, pp. 1–2 (2004)
Guttman, A.: R-trees: A dynamic index structure for spatial searching. In: SIGMOD Conference, pp. 47–57 (1984)
Zobel, J., Moffat, A.: Inverted files for text search engines. ACM Comput. Surv. 38(2), 1–56 (2006)
Sharifzadeh, M., Shahabi, C.: The spatial skyline queries. In: VLDB, pp. 751–762 (2006)
Kodama, K., Iijima, Y., Guo, X., Ishikawa, Y.: Skyline queries based on user locations and preferences for making location-based recommendations. In: GIS-LBSN, pp. 9–16 (2009)
Choi, H., Jung, H., Lee, K.Y., Chung, Y.D.: Skyline queries on keyword-matched data. Information Sciences (in press, corrected proof) (2012)
Lu, H.-X., Luo, Y., Lin, X.: An Optimal Divide-Conquer Algorithm for 2D Skyline Queries. In: Kalinichenko, L.A., Manthey, R., Thalheim, B., Wloka, U. (eds.) ADBIS 2003. LNCS, vol. 2798, pp. 46–60. Springer, Heidelberg (2003)
Köhler, H., Yang, J.: Computing large skylines over few dimensions: The curse of anti-correlation. In: APWeb, pp. 284–290 (2010)
Baeza-Yates, R.A., Ribeiro-Neto, B.A.: Modern Information Retrieval - the concepts and technology behind search, 2nd edn. Pearson Education Ltd., Harlow (2011)
Carey, M.J., Kossmann, D.: On saying ”enough already!” in sql. In: SIGMOD Conference, pp. 219–230 (1997)
Rocha-Junior, J.B., Vlachou, A., Doulkeridis, C., Nørvåg, K.: Efficient processing of top-k spatial preference queries. PVLDB 4(2), 93–104 (2010)
Li, Z., Lee, K.C.K., Zheng, B., Lee, W.-C., Lee, D.L., Wang, X.: Ir-tree: An efficient index for geographic document search. IEEE Trans. Knowl. Data Eng. 23(4), 585–599 (2011)
Regalado, A.: Evaluación de consultas skyline espacial textual. M.S. thesis, Universidad Simón Bolívar. Trabajo de Grado. Magister en Ciencias de la Computación (2011)
Deegree - java framework for geospatial solutions, http://www.java2s.com/Open-Source/Java-Document/GIS/deegree/org.deegree.io.rtree.html
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Regalado, A., Goncalves, M., Abad-Mota, S. (2012). Evaluating Skyline Queries on Spatial Web Objects. In: Liddle, S.W., Schewe, KD., Tjoa, A.M., Zhou, X. (eds) Database and Expert Systems Applications. DEXA 2012. Lecture Notes in Computer Science, vol 7447. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-32597-7_36
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DOI: https://doi.org/10.1007/978-3-642-32597-7_36
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