{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T13:52:32Z","timestamp":1760709152288},"reference-count":49,"publisher":"Springer Science and Business Media LLC","issue":"11","license":[{"start":{"date-parts":[[2016,9,27]],"date-time":"2016-09-27T00:00:00Z","timestamp":1474934400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"name":"USTHB","award":["USTHB"],"award-info":[{"award-number":["USTHB"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Med Syst"],"published-print":{"date-parts":[[2016,11]]},"DOI":"10.1007\/s10916-016-0603-5","type":"journal-article","created":{"date-parts":[[2016,9,27]],"date-time":"2016-09-27T08:25:53Z","timestamp":1474964753000},"update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":12,"title":["A Firefly Algorithm-based Approach for Pseudo-Relevance Feedback: Application to Medical Database"],"prefix":"10.1007","volume":"40","author":[{"given":"Ilyes","family":"Khennak","sequence":"first","affiliation":[]},{"given":"Habiba","family":"Drias","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,9,27]]},"reference":[{"key":"603_CR1","doi-asserted-by":"crossref","unstructured":"Ahmad, F., and Kondrak, G., Learning a spelling error model from search query logs. In: Proceedings of the Conference on Human Language Technology and Empirical Methods in Natural Language Processing, pp. 955\u2013962. Association for Computational Linguistics (2005)","DOI":"10.3115\/1220575.1220695"},{"key":"603_CR2","doi-asserted-by":"crossref","first-page":"513","DOI":"10.1016\/j.asoc.2015.06.018","volume":"35","author":"M Alweshah","year":"2015","unstructured":"Alweshah, M., and Abdullah, S., Hybridizing firefly algorithms with a probabilistic neural network for solving classification problems. Appl. Soft Comput. 35:513\u2013524, 2015.","journal-title":"Appl. Soft Comput."},{"key":"603_CR3","unstructured":"Attardi, G., Atzori, L., and Simi, M., Index expansion for machine reading and question answering. In: CLEF 2012 Evaluation Labs and Workshop, Online Working Notes (2012)"},{"key":"603_CR4","doi-asserted-by":"crossref","unstructured":"Baykaso\u011flu, A., and Ozsoydan, F. B., An improved firefly algorithm for solving dynamic multidimensional knapsack problems. Expert Systems with Applications 41(8):3712\u20133725, 2014.","DOI":"10.1016\/j.eswa.2013.11.040"},{"key":"603_CR5","doi-asserted-by":"crossref","unstructured":"Bernardini, A., Carpineto, C., and D\u2019Amico, M., Full-subtopic retrieval with keyphrase-based search results clustering. In: Proceedings of the 2009 IEEE\/WIC\/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, pp. 206\u2013213. IEEE (2009)","DOI":"10.1109\/WI-IAT.2009.37"},{"key":"603_CR6","unstructured":"Bindal, A. K., and Sanyal, S., Query optimization in context of pseudo relevant documents. In: 3rd Italian Information Retrieval (IIR) workshop (2012)"},{"issue":"3","key":"603_CR7","doi-asserted-by":"crossref","first-page":"268","DOI":"10.1145\/937503.937505","volume":"35","author":"C Blum","year":"2003","unstructured":"Blum, C., and Roli, A., Metaheuristics in combinatorial optimization: Overview and conceptual comparison. ACM Comput. Surv. 35(3):268\u2013308, 2003.","journal-title":"ACM Comput. Surv."},{"key":"603_CR8","doi-asserted-by":"crossref","unstructured":"Brajevic, I., and Tuba, M., Cuckoo search and firefly algorithm applied to multilevel image thresholding. In: Cuckoo Search and Firefly Algorithm, pp. 115\u2013139. Springer (2014)","DOI":"10.1007\/978-3-319-02141-6_6"},{"key":"603_CR9","doi-asserted-by":"crossref","unstructured":"Cao, G., Nie, J. Y., Gao, J., and Robertson, S., Selecting good expansion terms for pseudo-relevance feedback. In: Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 243\u2013250. ACM (2008)","DOI":"10.1145\/1390334.1390377"},{"key":"603_CR10","doi-asserted-by":"crossref","unstructured":"Carpineto, C., and Romano, G., Concept Data Analysis: Theory and Applications John Wiley & Sons, 2004.","DOI":"10.1002\/0470011297"},{"issue":"1","key":"603_CR11","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/2071389.2071390","volume":"44","author":"C Carpineto","year":"2012","unstructured":"Carpineto, C., and Romano, G., A survey of automatic query expansion in information retrieval. ACM Comput. Surv. 44(1):1\u201350, 2012.","journal-title":"ACM Comput. Surv."},{"key":"603_CR12","unstructured":"Chen, Q., Li, M., and Zhou, M., Improving query spelling correction using web search results. In: Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, pp. 181\u2013189. Association for Computational Linguistics (2007)"},{"issue":"6","key":"603_CR13","doi-asserted-by":"crossref","first-page":"453","DOI":"10.1023\/A:1006569829653","volume":"11","author":"F Crestani","year":"1997","unstructured":"Crestani, F., Application of spreading activation techniques in information retrieval. Artif. Intell. Rev. 11(6): 453\u2013482 , 1997.","journal-title":"Artif. Intell. Rev."},{"issue":"1","key":"603_CR14","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1504\/IJCISTUDIES.2009.025339","volume":"1","author":"K Deep","year":"2009","unstructured":"Deep, K., and Bansal, J. C., Mean particle swarm optimisation for function optimisation. International Journal of Computational Intelligence Studies 1(1):72\u201392, 2009.","journal-title":"International Journal of Computational Intelligence Studies"},{"key":"603_CR15","doi-asserted-by":"crossref","unstructured":"Dillon, J. V., and Collins-Thompson, K., A unified optimization framework for robust pseudo-relevance feedback algorithms. In: Proceedings of the 19th ACM International Conference on Information and Knowledge Management, pp. 1069\u20131078. ACM (2010)","DOI":"10.1145\/1871437.1871573"},{"key":"603_CR16","unstructured":"Eisenstein, J., Xing, E. P., Smith, N. A., and O\u2019Connor, B., Mapping the geographical diffusion of new words. Tech rep (2012)"},{"issue":"8","key":"603_CR17","doi-asserted-by":"crossref","first-page":"2305","DOI":"10.1016\/j.sigpro.2012.10.011","volume":"93","author":"K Gao","year":"2013","unstructured":"Gao, K., Zhang, Y., Zhang, D., and Lin, S., Accurate off-line query expansion for large-scale mobile visual search. Signal Process. 93(8):2305\u20132315, 2013.","journal-title":"Signal Process."},{"issue":"3","key":"603_CR18","doi-asserted-by":"crossref","first-page":"433","DOI":"10.1016\/j.ejor.2010.11.008","volume":"212","author":"A Jouglet","year":"2011","unstructured":"Jouglet, A., and Carlier, J., Dominance rules in combinatorial optimization problems. Eur. J. Oper. Res. 212(3):433\u2013444, 2011.","journal-title":"Eur. J. Oper. Res."},{"issue":"9-12","key":"603_CR19","doi-asserted-by":"crossref","first-page":"1567","DOI":"10.1007\/s00170-014-5753-3","volume":"72","author":"S Karthikeyan","year":"2014","unstructured":"Karthikeyan, S., Asokan, P., and Nickolas, S., A hybrid discrete firefly algorithm for multi-objective flexible job shop scheduling problem with limited resource constraints. Int. J. Adv. Manuf. Technol. 72(9-12):1567\u20131579, 2014.","journal-title":"Int. J. Adv. Manuf. Technol."},{"key":"603_CR20","doi-asserted-by":"crossref","unstructured":"Kennedy, J., Particle swarm optimization. In: Encyclopedia of Machine Learning, pp. 760\u2013766. Springer (2011)","DOI":"10.1007\/978-0-387-30164-8_630"},{"key":"603_CR21","unstructured":"Kennedy, J., Kennedy, J. F., Eberhart, R. C., and Shi, Y., Swarm Intelligence Morgan Kaufmann (2001)"},{"issue":"5-6","key":"603_CR22","doi-asserted-by":"crossref","first-page":"975","DOI":"10.1007\/BF01009452","volume":"34","author":"S Kirkpatrick","year":"1984","unstructured":"Kirkpatrick, S., Optimization by simulated annealing: Quantitative studies. J. Stat. Phys. 34(5-6):975\u2013986, 1984.","journal-title":"J. Stat. Phys."},{"key":"603_CR23","doi-asserted-by":"crossref","unstructured":"Lee, A., and Chau, M., The impact of query suggestion in e-commerce websites. In: E-Life: Web-Enabled Convergence of Commerce, Work, and Social Life 10th Workshop on E-Business, WEB 2011, pp. 248\u2013254 (2011)","DOI":"10.1007\/978-3-642-29873-8_23"},{"issue":"4","key":"603_CR24","doi-asserted-by":"crossref","first-page":"792","DOI":"10.1016\/j.ipm.2013.01.001","volume":"49","author":"KS Lee","year":"2013","unstructured":"Lee, K. S., and Croft, W. B., A deterministic resampling method using overlapping document clusters for pseudo-relevance feedback. Inf. Process. Manag. 49(4):792\u2013806, 2013.","journal-title":"Inf. Process. Manag."},{"key":"603_CR25","doi-asserted-by":"crossref","first-page":"303","DOI":"10.1016\/j.ins.2015.09.028","volume":"329","author":"X Lei","year":"2016","unstructured":"Lei, X., Wang, F., Wu, F. X., Zhang, A., and Pedrycz, W., Protein complex identification through markov clustering with firefly algorithm on dynamic protein\u2013protein interaction networks. Inf. Sci. 329:303\u2013316, 2016.","journal-title":"Inf. Sci."},{"issue":"2","key":"603_CR26","doi-asserted-by":"crossref","first-page":"425","DOI":"10.1007\/s10579-012-9208-x","volume":"47","author":"I Leturia","year":"2013","unstructured":"Leturia, I., Gurrutxaga, A., Areta, N., Alegria, I., and Ezeiza, A., Morphological query expansion and language-filtering words for improving basque web retrieval. Lang. Resour. Eval. 47(2):425\u2013448, 2013.","journal-title":"Lang. Resour. Eval."},{"issue":"3","key":"603_CR27","doi-asserted-by":"crossref","first-page":"1335","DOI":"10.3233\/IFS-131101","volume":"27","author":"NC Long","year":"2014","unstructured":"Long, N. C., and Meesad, P., An optimal design for type\u20132 fuzzy logic system using hybrid of chaos firefly algorithm and genetic algorithm and its application to sea level prediction. J. Intell. Fuzzy Syst. 27(3):1335\u20131346, 2014.","journal-title":"J. Intell. Fuzzy Syst."},{"key":"603_CR28","doi-asserted-by":"crossref","unstructured":"Lv, Y., Zhai, C., and Chen, W., A boosting approach to improving pseudo-relevance feedback. In: Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 165\u2013174. ACM (2011)","DOI":"10.1145\/2009916.2009942"},{"key":"603_CR29","doi-asserted-by":"crossref","first-page":"100","DOI":"10.1016\/j.jbi.2014.04.013","volume":"51","author":"D Martinez","year":"2014","unstructured":"Martinez, D., Otegi, A., Soroa, A., and Agirre, E., Improving search over electronic health records using umls-based query expansion through random walks. J. Biomed. Inform. 51:100\u2013106, 2014.","journal-title":"J. Biomed. Inform."},{"issue":"3","key":"603_CR30","doi-asserted-by":"crossref","first-page":"14:1","DOI":"10.1145\/1361684.1361687","volume":"26","author":"M Melucci","year":"2008","unstructured":"Melucci, M., A basis for information retrieval in context. ACM Trans. Inf. Syst. 26(3):14:1\u201314:41, 2008.","journal-title":"ACM Trans. Inf. Syst."},{"key":"603_CR31","doi-asserted-by":"crossref","unstructured":"Miao, J., Huang, J. X., and Ye, Z., Proximity-based rocchio\u2019s model for pseudo relevance. In: Proceedings of the 35th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 535\u2013544. ACM (2012)","DOI":"10.1145\/2348283.2348356"},{"key":"603_CR32","doi-asserted-by":"crossref","unstructured":"Mitchell, M., An Introduction to Genetic Algorithms MIT press (1998)","DOI":"10.7551\/mitpress\/3927.001.0001"},{"key":"603_CR33","doi-asserted-by":"crossref","unstructured":"Robertson, S., and Zaragoza, H., The Probabilistic Relevance Framework: BM25 and Beyond Now Publishers Inc (2009)","DOI":"10.1561\/1500000019"},{"issue":"3","key":"603_CR34","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1002\/asi.4630270302","volume":"27","author":"SE Robertson","year":"1976","unstructured":"Robertson, S. E., and Jones, K. S., Relevance weighting of search terms. J. Am. Soc. Inf. Sci. 27(3):129\u2013146, 1976.","journal-title":"J. Am. Soc. Inf. Sci."},{"key":"603_CR35","doi-asserted-by":"crossref","unstructured":"Robertson, S. E., Walker, S., Beaulieu, M., Gatford, M., and Payne, A., Okapi at trec-4. In: Proceedings of the 4th Text Retrieval Conference, pp. 73\u201397 (1995)","DOI":"10.6028\/NIST.SP.500-236.city"},{"key":"603_CR36","unstructured":"Rocchio, J. J., Relevance feedback in information retrieval. In: Salton, G. (Ed.) The SMART Retrieval System - Experiments in Automatic Document Processing, pp. 313\u2013323 (1971)"},{"key":"603_CR37","unstructured":"Sahlgren, M., An introduction to random indexing. In: Methods and Applications of Semantic Indexing Workshop at the 7th International Conference on Terminology and Knowledge Engineering, TKE (2005)"},{"key":"603_CR38","doi-asserted-by":"crossref","unstructured":"Subramaniam, L. V., Roy, S., Faruquie, T. A., and Negi, S., A survey of types of text noise and techniques to handle noisy text. In: Proceedings of The 3rd Workshop on Analytics for Noisy Unstructured Text Data, pp. 115\u2013122. ACM (2009)","DOI":"10.1145\/1568296.1568315"},{"issue":"7","key":"603_CR39","first-page":"98","volume":"1","author":"Hm Sun","year":"2010","unstructured":"Sun, H. m., A study of the features of internet english from the linguistic perspective. Tex. Stud. Lit. Lang. 1(7):98, 2010.","journal-title":"Tex. Stud. Lit. Lang."},{"issue":"3","key":"603_CR40","doi-asserted-by":"crossref","first-page":"223","DOI":"10.1016\/j.csl.2004.05.002","volume":"18","author":"J V\u00e9ronis","year":"2004","unstructured":"V\u00e9ronis, J., Hyperlex: Lexical cartography for information retrieval. Comput. Speech Lang. 18(3):223\u2013252, 2004.","journal-title":"Comput. Speech Lang."},{"key":"603_CR41","doi-asserted-by":"crossref","unstructured":"Williams, H. E., and Zobel, J., Searchable words on the web. Int. J. Digit. Libr. 5(2):99\u2013105.","DOI":"10.1007\/s00799-003-0050-z"},{"issue":"2","key":"603_CR42","doi-asserted-by":"crossref","first-page":"299","DOI":"10.1145\/22952.22957","volume":"12","author":"SK Wong","year":"1987","unstructured":"Wong, S. K., Ziarko, W., Raghavan, V. V., and Wong, P. C., On modeling of information retrieval concepts in vector spaces. ACM Trans. Database Syst. 12(2):299\u2013321, 1987.","journal-title":"ACM Trans. Database Syst."},{"issue":"4","key":"603_CR43","doi-asserted-by":"crossref","first-page":"1104","DOI":"10.1109\/TMM.2014.2305909","volume":"16","author":"H Xie","year":"2014","unstructured":"Xie, H., Zhang, Y., Tan, J., Guo, L., and Li, J., Contextual query expansion for image retrieval. IEEE Trans. Multimedia 16(4):1104\u20131114, 2014.","journal-title":"IEEE Trans. Multimedia"},{"key":"603_CR44","unstructured":"Yang, X. S., Nature-Inspired Metaheuristic Algorithms Luniver Press (2008)"},{"key":"603_CR45","doi-asserted-by":"crossref","unstructured":"Yang, X. S., Firefly algorithms for multimodal optimization. In: Proceedings of the 5th International Conference on Stochastic Algorithms: Foundations and Applications, pp. 169\u2013178 (2009)","DOI":"10.1007\/978-3-642-04944-6_14"},{"key":"603_CR46","unstructured":"Yang, X. S., Nature-Inspired Metaheuristic Algorithms: 2nd Edn Luniver Press (2010)"},{"key":"603_CR47","doi-asserted-by":"crossref","unstructured":"Yang, X. S., Nature-inspired optimization algorithms Elsevier (2014)","DOI":"10.1016\/B978-0-12-416743-8.00010-5"},{"key":"603_CR48","doi-asserted-by":"crossref","unstructured":"Ye, Z., and Huang, J. X., A simple term frequency transformation model for effective pseudo relevance feedback. In: Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 323\u2013332. ACM (2014)","DOI":"10.1145\/2600428.2609636"},{"key":"603_CR49","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1016\/j.energy.2015.04.045","volume":"86","author":"Y Zeng","year":"2015","unstructured":"Zeng, Y., Zhang, Z., and Kusiak, A., Predictive modeling and optimization of a multi-zone hvac system with data mining and firefly algorithms. Energy 86:393\u2013402, 2015.","journal-title":"Energy"}],"container-title":["Journal of Medical Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10916-016-0603-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10916-016-0603-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10916-016-0603-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,19]],"date-time":"2024-06-19T16:19:13Z","timestamp":1718813953000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10916-016-0603-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,9,27]]},"references-count":49,"journal-issue":{"issue":"11","published-print":{"date-parts":[[2016,11]]}},"alternative-id":["603"],"URL":"https:\/\/doi.org\/10.1007\/s10916-016-0603-5","relation":{},"ISSN":["0148-5598","1573-689X"],"issn-type":[{"value":"0148-5598","type":"print"},{"value":"1573-689X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,9,27]]},"article-number":"240"}}