Optimization of information retrieval for cross media contents in a best practice network

International Journal of Multimedia Information Retrieval - Tập 3 Số 3 - Trang 147-159 - 2014
Pierfrancesco Bellini1, Daniele Cenni1, Paolo Nesi1
1Distributed Systems and Internet Technology Laboratory, Department of Information Engineering, University of Florence, Florence, Italy

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Abusalah M, Tait J, Oakes MP (2005) Literature review of cross language information retrieval. In: WEC (2)’05, pp 175–177

Akhlaghian F, Arzanian B, Moradi P (2010) A personalized search engine using ontology-based fuzzy concept networks. In: Proceedings of the 2010 international conference on data storage and data engineering. IEEE Computer Society, Washington, DC, DSDE ’10, pp 137–141. doi: 10.1109/DSDE.2010.30

Aslam JA, Savell R (2003) On the effectiveness of evaluating retrieval systems in the absence of relevance judgments. In: Proceedings of the 26th annual international ACM SIGIR conference on research and development in informaion retrieval. ACM, New York, SIGIR ’03, pp 361–362. doi: 10.1145/860435.860501

Attar R, Fraenkel AS (1977) Local feedback in full-text retrieval systems. J ACM 24(3):397–417

Baeza-Yates RA, Ribeiro-Neto B (1999) Modern information retrieval. Addison-Wesley Longman Publishing Co., Inc., Boston

Ballesteros L, Croft WB (1997) Phrasal translation and query expansion techniques for cross-language information retrieval. SIGIR Forum 31(SI):84–91

Ballesteros L, Croft WB (1998) Resolving ambiguity for cross-language retrieval. In: Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval. ACM, New York, SIGIR ’98, pp 64–71

Belkin NJ, Croft WB (1987) Retrieval techniques. In: Williams ME (ed) Annual review of information science and technology, vol 22. Elsevier Science Inc., New York, pp 109–145. http://dl.acm.org/citation.cfm?id=42502.42506

Bellini P, Nesi P (2013) A linked open data service for performing arts. In: ECLAP, 2nd international conference on information technologies for performing arts, media access and entertainment, LNCS. Springer, Berlin

Bellini P, Cenni D, Nesi P (2012) On the effectiveness and optimization of information retrieval for cross media content. In: KDIR, 4th international conference on knowledge discovery and information retrieval. SciTePress, pp 344–347

Bellini P, Bruno I, Cenni D, Nesi P, Paolucci M, Serena M (2013) A new generation digital content service for cultural heritage institutions. In: Nesi P, Santucci R (eds) Information technologies for performing arts, media access, and entertainment, Lecture Notes in Computer Science, vol 7990. Springer, Berlin, pp 26–38. doi: 10.1007/978-3-642-40050-6_3

Berkovich S, Inayatullah M (2004) A fuzzy find matching tool for image text analysis. In: Proceedings of international symposium on information theory, 2004. ISIT 2004, pp 101–105. doi: 10.1109/AIPR.2004.2

Brin S, Page L (1998) The anatomy of a large-scale hypertextual web search engine. Comput Netw ISDN Syst 30(1–7):107–117

Buckley C, Voorhees EM (2000) Evaluating evaluation measure stability. In: Proceedings of the 23rd annual international ACM SIGIR conference on research and development in information retrieval. ACM, New York, SIGIR ’00, pp 33–40

Callan J, Connell M, Du A (1999) Automatic discovery of language models for text databases. In: Proceedings of the 1999 ACM SIGMOD international conference on management of data. ACM, New York, USA, SIGMOD ’99, pp 479–490. doi: 10.1145/304182.304224

Carterette B, Allan J, Sitaraman R (2006) Minimal test collections for retrieval evaluation. In: Proceedings of the 29th annual international ACM SIGIR conference on research and development in information retrieval. ACM, New York, SIGIR ’06, pp 268–275. doi: 10.1145/1148170.1148219

Cecchini RL, Lorenzetti CM, Maguitman AG, Brignole NB (2008) Using genetic algorithms to evolve a population of topical queries. Inf Process Manage 44(6):1863–1878

Chen HH, Kuo JJ, Su TC (2003) Clustering and visualization in a multi-lingual multi-document summarization system. In: Proceedings of the 25th European conference on IR research. Springer, Berlin, ECIR’03, pp 266–280

Europeana portal. http://europeana.eu

Fellbaum C (ed) (1998) WordNet an electronic lexical database. The MIT Press, Cambridge

Geman S, Geman D (1984) Stochastic relaxation, gibbs distributions, and the bayesian restoration of images. IEEE Trans Pattern Anal Mach Intell 6(6):721–741. doi: 10.1109/TPAMI.1984.4767596

Gupta S, Kaiser G, Neistadt D, Grimm P (2003) Dom-based content extraction of html documents. In: Proceedings of the 12th international conference on World Wide Web. ACM, New York, WWW ’03, pp 207–214. doi: 10.1145/775152.775182

Hajek B (1988) Cooling schedules for optimal annealing. Math Oper Res 13(2):311–329. doi: 10.1287/moor.13.2.311

Han H, Giles CL, Manavoglu E, Zha H, Zhang Z, Fox EA (2003) Automatic document metadata extraction using support vector machines. In: Proceedings of the 3rd ACM/IEEE-CS joint conference on digital libraries. IEEE Computer Society, Washington, JCDL ’03, pp 37–48. http://dl.acm.org/citation.cfm?id=827140.827146

Hull DA, Grefenstette G (1996) Querying across languages: a dictionary-based approach to multilingual information retrieval. In: Proceedings of the 19th annual international ACM SIGIR conference on research and development in information retrieval. ACM, New York, SIGIR ’96, pp 49–57

Kürsten J, Eibl M (2011) A large-scale system evaluation on component-level. Advances in information retrieval, vol 6611. Springer, Berlin, pp 679–682

Lai LF, Wu CC, Lin PY, Huang LT (2011) Developing a fuzzy search engine based on fuzzy ontology and semantic search. In: 2011 IEEE international Conference on fuzzy systems (FUZZ), pp 2684–2689. doi: 10.1109/FUZZY.2011.6007378

Lee CH, Yang HC (2000) Towards multilingual information discovery through a som based text mining approach. In: PRICAI workshop on text and web mining, pp 80–87

Levenshtein V (1966) Binary codes capable of correcting deletions, insertions and reversals. Sov Phys Dokl 10:707

Li J, Wang Q, Wang C, Cao N, Ren K, Lou W (2010) Fuzzy keyword search over encrypted data in cloud computing. In: INFOCOM, 2010 proceedings IEEE, pp 1–5. doi: 10.1109/INFCOM.2010.5462196

Liu Y, Mitra P, Giles CL, Bai K (2006) Automatic extraction of table metadata from digital documents. In: Proceedings of the 6th ACM/IEEE-CS joint conference on digital libraries. ACM, New York, JCDL ’06, pp 339–340. doi: 10.1145/1141753.1141835

Manning CD, Raghavan P, Schtze H (2008) Introduction to information retrieval. Cambridge University Press, New York

Martin-Bautista M, Vila MA, Sanchez D, Larsen H (2000) Fuzzy genes: improving the effectiveness of information retrieval. In: Proceedings of the 2000 congress on evolutionary computation, vol 1, pp 471–478

Matsumoto T, Hung E (2010) Fuzzy clustering and relevance ranking of web search results with differentiating cluster label generation. In: 2010 IEEE international conference on fuzzy systems (FUZZ), pp 1–8. doi: 10.1109/FUZZY.2010.5584771

McCarley JS (1999) Should we translate the documents or the queries in cross-language information retrieval? In: Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics. Association for Computational Linguistics, Stroudsburg, ACL ’99, pp 208–214

Pathak P, Gordon M, Fan W (2000a) Effective information retrieval using genetic algorithms based matching function adaptation. In: Proceedings of the 33rd Hawaii international conference on system science (HICSS)

Pathak P, Gordon M, Fan W (2000b) Effective information retrieval using genetic algorithms based matching functions adaptation. In: Proceedings of the 33rd annual Hawaii international conference on system sciences, 2000, vol 1, p 8. doi: 10.1109/HICSS.2000.926653

Pérez-Agüera JR (2007) Using genetic algorithms for query reformulation. In: Proceedings of the 1st BCS IRSG conference on future directions in information access. British Computer Society, Swinton, UK, FDIA’07, pp 15–15

Pérez-Iglesias J, Pérez-Agüera JR, Fresno V, Feinstein YZ (2009) Integrating the probabilistic models BM25/BM25F into lucene. CoRR abs/0911.5046

Picchi E, Peters C (1998) Cross-language information retrieval: A system for comparable corpus querying. In: Grefenstette G (ed) Cross-language information retrieval, The Springer International Series on Information Retrieval, vol 2. Springer, US, pp 81–92. doi: 10.1007/978-1-4615-5661-9_7

Radwan AAA, Latef BAA, Mgeid A, Ali A, Sadek OA (2006) Using genetic algorithm to improve information retrieval systems

Sacco G (2007) Research results in dynamic taxonomy and faceted search systems. In: 18th international workshop on database and expert systems applications, 2007. DEXA ’07, pp 201–206. doi: 10.1109/DEXA.2007.75

Sacco GM, Tzitzikas Y (2009) Dynamic taxonomies and faceted search: theory, practice, and experience, 1st edn. Springer, New York

Sanderson M, Zobel J (2005) Information retrieval system evaluation: effort, sensitivity, and reliability. In: Proceedings of the 28th annual international ACM SIGIR conference on research and development in information retrieval. ACM, New York, SIGIR ’05, pp 162–169. doi: 10.1145/1076034.1076064

Sarawagi S (2008) Information extraction. Found Trends databases 1(3):261–377. doi: 10.1561/1900000003 , http://dx.doi.org/10.1561/1900000003

Shepherd M, Watters C, Young J (2004) Context thesaurus for the extraction of metadata from medical research papers. In: Proceedings of the 37th annual Hawaii international conference on system sciences (HICSS’04), Track 6, vol 6. IEEE Computer Society, Washington, DC, HICSS ’04, pp 60138.2. http://dl.acm.org/citation.cfm?id=962754.963037

Sná $$\hat{\rm s}$$ s ^ el V, Abraham A, Owais S, Plato J, Krömer P, (2009) Optimizing information retrieval using evolutionary algorithms and fuzzy inference system. In: Abraham A, Hassanien AE, Carvalho A (eds) Foundations of computational intelligence, vol 4, Studies in computational intelligence, vol 204. Springer, Berlin, pp 299–324

Soboroff I, Nicholas C, Cahan P (2001) Ranking retrieval systems without relevance judgments. In: Proceedings of the 24th annual international ACM SIGIR conference on research and development in information retrieval. ACM, New York, SIGIR ’01, pp 66–73. doi: 10.1145/383952.383961

Sperer R, Oard DW (2000) Structured translation for cross-language information retrieval. In: Proceedings of the 23rd annual international ACM SIGIR conference on research and development in information retrieval. ACM, New York, SIGIR ’00, pp 120–127

Spink A, Greisdorf H (2001) Regions and levels: measuring and mapping users’ relevance judgments. J Am Soc Inf Sci Technol 52(2):161–173

Takagi T, Tajima M (2001) Query expansion using conceptual fuzzy sets for search engine. In: The 10th IEEE International conference on fuzzy systems, 2001, vol 3, pp 1303–1308. doi: 10.1109/FUZZ.2001.1008898

Tunkelang D (2009) Faceted search. Synthesis lectures on information concepts, retrieval, and services. Morgan and Claypool Publishers

Voorhees EM, Buckley C (2002) The effect of topic set size on retrieval experiment error. In: Proceedings of the 25th annual international ACM SIGIR conference on research and development in information retrieval. ACM, New York, SIGIR ’02, pp 316–323

Wang J, Zhu J (2010) On statistical analysis and optimization of information retrieval effectiveness metrics. In: Proceedings of the 33rd international ACM SIGIR conference on research and development in information retrieval. ACM, New York, SIGIR ’10, pp 226–233

Wu S, Crestani F (2003) Methods for ranking information retrieval systems without relevance judgments. In: Proceedings of the 2003 ACM symposium on applied computing. ACM, New York, SAC ’03, pp 811–816. doi: 10.1145/952532.952693

Xu J, Croft WB (2000) Improving the effectiveness of information retrieval with local context analysis. ACM Trans Inf Syst 18(1):79–112

Yang JJ, Korfhage R, Rasmussen EM (1992) Query improvement in information retrieval using genetic algorithms—a report on the experiments of the trec project. In: TREC, pp 31–58

Yuan SA, Yu SN (2007) A new method for cross-language information retrieval by summing weights of graphs. In: Proceedings of the fourth international conference on fuzzy systems and knowledge discovery, vol 02. IEEE Computer Society, Washington, DC, FSKD ’07, pp 326–330

Zhang J, Gao J, Zhou M, Wang J (2001) Improving the effectiveness of information retrieval with clustering and fusion. Comput Linguist Chin Lang Process 6(1):1–18

Zobel J (1998) How reliable are the results of large-scale information retrieval experiments? In: Proceedings of the 21st annual international ACM SIGIR conference on research and development in information retrieval. ACM, New York, SIGIR ’98, pp 307–314