{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T07:27:38Z","timestamp":1740122858646,"version":"3.37.3"},"reference-count":81,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2022,7,27]],"date-time":"2022-07-27T00:00:00Z","timestamp":1658880000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,7,27]],"date-time":"2022-07-27T00:00:00Z","timestamp":1658880000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2023,2]]},"DOI":"10.1007\/s11042-022-13417-7","type":"journal-article","created":{"date-parts":[[2022,7,29]],"date-time":"2022-07-29T10:10:12Z","timestamp":1659089412000},"page":"6431-6478","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["On the analysis and evaluation of information retrieval models for social book search"],"prefix":"10.1007","volume":"82","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0693-5467","authenticated-orcid":false,"given":"Irfan","family":"Ullah","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7734-7243","authenticated-orcid":false,"given":"Shah","family":"Khusro","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,7,27]]},"reference":[{"doi-asserted-by":"publisher","unstructured":"Ahmad A, Constant N, Yang Y, Cer D (2019) ReQA: an evaluation for end-to-end answer retrieval models. In: Proceedings of the 2nd Workshop on Machine Reading for Question Answering, Hong Kong, China, November 4, 2019. Association for Computational Linguistics, pp 137\u2013146. https:\/\/doi.org\/10.18653\/v1\/D19-5819","key":"13417_CR1","DOI":"10.18653\/v1\/D19-5819"},{"unstructured":"Amati G (2003) Probability models for information retrieval based on divergence from randomness. PhD Thesis, University of Glasgow, Glasgow, Scotland. Available at: https:\/\/theses.gla.ac.uk\/1570\/","key":"13417_CR2"},{"key":"13417_CR3","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1007\/11735106_3","volume-title":"The 28th European conference on Advances in Information Retrieval, ECIR'06, Berlin, Heidelberg, April 2006. Advances in information retrieval","author":"G Amati","year":"2006","unstructured":"Amati G (2006) Frequentist and Bayesian approach to information retrieval. In: Lalmas M, MacFarlane A, R\u00fcger S, Tombros A, Tsikrika T, Yavlinsky A (eds) The 28th European conference on Advances in Information Retrieval, ECIR'06, Berlin, Heidelberg, April 2006. Advances in information retrieval. Springer Berlin Heidelberg, pp 13\u201324. https:\/\/doi.org\/10.1007\/11735106_3"},{"issue":"4","key":"13417_CR4","doi-asserted-by":"publisher","first-page":"357","DOI":"10.1145\/582415.582416","volume":"20","author":"G Amati","year":"2002","unstructured":"Amati G, Rijsbergen CJV (2002) Probabilistic models of information retrieval based on measuring the divergence from randomness. ACM Trans Inf Syst 20(4):357\u2013389. https:\/\/doi.org\/10.1145\/582415.582416","journal-title":"ACM Trans Inf Syst"},{"doi-asserted-by":"crossref","unstructured":"Amati G, Ambrosi E, Bianchi M, Gaibisso C, Gambosi G 2007 FUB, IASI-CNR and University of Tor Vergata at TREC 2007 Blog track. In: Voorhees EM, Buckland LP (eds) 16th text REtrieval conference (TREC-2007), Gaithersburg, Maryland, USA, November 5\u20139, 2007. NIST Special Publication. National Institute of Standards and Technology. Available at: https:\/\/apps.dtic.mil\/sti\/citations\/ADA512723. Accessed 21 July 2022","key":"13417_CR5","DOI":"10.6028\/NIST.SP.500-274.blog-fondazione-ug-bordoni-netlab-team"},{"doi-asserted-by":"publisher","unstructured":"Badache I, Boughanem M (2017) Fresh and Diverse Social Signals: Any Impacts on Search? In Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval (CHIIR '17), Oslo, Norway. ACM, New York, NY, USA, pp 155\u2013164. https:\/\/doi.org\/10.1145\/3020165.3020177","key":"13417_CR6","DOI":"10.1145\/3020165.3020177"},{"key":"13417_CR7","doi-asserted-by":"publisher","first-page":"269","DOI":"10.1007\/978-3-642-40802-1_27","volume-title":"4th International Conference of the CLEF Initiative, CLEF'13, Valencia, Spain, September 23\u201326, 2013. Information Access Evaluation. Multilinguality, Multimodality, and Visualization","author":"P Bellot","year":"2013","unstructured":"Bellot P, Doucet A, Geva S, Gurajada S, Kamps J, Kazai G, Koolen M, Mishra A, Moriceau V, Mothe J, Preminger M, SanJuan E, Schenkel R, Tannier X, Theobald M, Trappett M, Wang Q (2013) Overview of INEX 2013. In: Forner P, M\u00fcller H, Paredes R, Rosso P, Stein B (eds) 4th International Conference of the CLEF Initiative, CLEF'13, Valencia, Spain, September 23\u201326, 2013. Information Access Evaluation. Multilinguality, Multimodality, and Visualization. Springer Berlin Heidelberg, pp 269\u2013281. https:\/\/doi.org\/10.1007\/978-3-642-40802-1_27"},{"key":"13417_CR8","doi-asserted-by":"publisher","first-page":"212","DOI":"10.1007\/978-3-319-11382-1_19","volume-title":"5th International Conference of the CLEF Initiative, CLEF'14, Sheffield, UK, September 15\u201318, 2014. Information Access Evaluation. Multilinguality, Multimodality, and Interaction","author":"P Bellot","year":"2014","unstructured":"Bellot P, Bogers T, Geva S, Hall M, Huurdeman H, Kamps J, Kazai G, Koolen M, Moriceau V, Mothe J, Preminger M, SanJuan E, Schenkel R, Skov M, Tannier X, Walsh D (2014) Overview of INEX 2014. In: 5th International Conference of the CLEF Initiative, CLEF'14, Sheffield, UK, September 15\u201318, 2014. Information Access Evaluation. Multilinguality, Multimodality, and Interaction. Springer International Publishing, pp 212\u2013228. https:\/\/doi.org\/10.1007\/978-3-319-11382-1_19"},{"key":"13417_CR9","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1155\/2015\/926418","volume":"2015","author":"C Benkoussas","year":"2015","unstructured":"Benkoussas C, Bellot P (2015) Information retrieval and graph analysis approaches for book recommendation. Sci World J 2015:8. https:\/\/doi.org\/10.1155\/2015\/926418","journal-title":"Sci World J"},{"unstructured":"Benkoussas C, Hamdan H, Albitar S, Ollagnier A, Bellot P (2014) Collaborative filtering for book recommandation. In: Cappellato L, Ferro N, Halvey M, Kraaij W (eds) 5th international conference of the CLEF initiative, CLEF\u201914, Sheffield, UK, September 15\u201318, 2014. CEUR Workshop Proceeding. CEUR.org, pp 501\u2013507. Available at: http:\/\/ceur-ws.org\/Vol-1180\/CLEF2014wn-Inex-BenkoussasEt2014.pdf. Accessed 21 July 2022","key":"13417_CR10"},{"unstructured":"Benkoussas C, Ollagnier A, Bellot P (2015) Book recommendation using information retrieval methods and graph analysis. In: Cappellato L, Ferro N, Jones GJF, Juan ES (eds) 6th International Conference of the CLEF Association, CLEF'15, Toulouse, France, September 8\u201311, 2015. CEUR Workshop Proceedings. Available at: http:\/\/ceurws. org\/Vol-1391\/8-CR.pdf, pp 1\u20138. Accessed 21 July 2022","key":"13417_CR11"},{"key":"13417_CR12","volume-title":"Working notes for CLEF 2012 conference, Rome, Italy, September 17-20, 2012","author":"T Bogers","year":"2012","unstructured":"Bogers T, Larsen B (2012) RSLIS at INEX 2012: social book search track. In: Forner P, Karlgren J, Womser-hacker C, Ferro N (eds) Working notes for CLEF 2012 conference, Rome, Italy, September 17-20, 2012"},{"key":"13417_CR13","volume-title":"Working notes for CLEF 2013 conference Valencia, Spain, September 23-26, 2013","author":"T Bogers","year":"2013","unstructured":"Bogers T, Larsen B (2013) RSLIS at INEX 2013: social book search track. In: Forner P, Navigli R, Tufis D, Ferro N (eds) Working notes for CLEF 2013 conference Valencia, Spain, September 23-26, 2013"},{"doi-asserted-by":"publisher","unstructured":"Bogers T, Christensen KW, Larsen B (2012) RSLIS at INEX 2011: social book search track. In: Focused retrieval of content and structure. Springer Berlin Heidelberg, Berlin, Heidelberg, pp 45\u201356. https:\/\/doi.org\/10.1007\/978-3-642-35734-3_3","key":"13417_CR14","DOI":"10.1007\/978-3-642-35734-3_3"},{"issue":"2","key":"13417_CR15","doi-asserted-by":"publisher","first-page":"637","DOI":"10.1007\/s11280-018-0554-5","volume":"22","author":"B Cao","year":"2019","unstructured":"Cao B, Hou C, Peng H, Fan J, Yang J, Yin J, Deng S (2019) Predicting e-book ranking based on the implicit user feedback. World Wide Web 22(2):637\u2013655. https:\/\/doi.org\/10.1007\/s11280-018-0554-5","journal-title":"World Wide Web"},{"unstructured":"Chaa M, Nouali O, Bellot P (2016) Verbose query reduction by learning to rank for social book search track. In: Balog K, Cappellato L, Ferro N, Macdonald C (eds) Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, \u00c9vora, Portugal, 5\u20138 September, 2016. CEUR Workshopt Proceedings, pp 1064\u20131071. http:\/\/ceur-ws.org\/Vol-1609\/16091072.pdf","key":"13417_CR16"},{"doi-asserted-by":"publisher","unstructured":"Chaa M, Nouali O, Bellot P (2017) New technique to deal with verbose queries in social book search. Paper presented at the proceedings of the international conference on web intelligence. Germany, Leipzig, August 23 - 26, 2017. ACM, New York, NY, USA, 799\u2013806. https:\/\/doi.org\/10.1145\/3106426.3106481","key":"13417_CR17","DOI":"10.1145\/3106426.3106481"},{"doi-asserted-by":"publisher","unstructured":"Chaa M, Nouali O, Bellot P (2018) Combining tags and reviews to improve social book search performance. In: Proceedings of the international conference of the cross-language evaluation forum for european languages. Experimental IR meets multilinguality, multimodality, and interaction. CLEF 2018, Avignon, France, September 10-14, 2018. Lecture Notes in Computer Science, vol 11018. Springer, Cham. https:\/\/doi.org\/10.1007\/978-3-319-98932-7_6","key":"13417_CR18","DOI":"10.1007\/978-3-319-98932-7_6"},{"doi-asserted-by":"publisher","unstructured":"Clinchant S, Gaussier E (2009) Bridging language modeling and divergence from randomness models: a log-logistic model for IR. In: Azzopardi L, Kazai G, Robertson S et al (eds) 2nd International Conference on the Theory of Information Retrieval, ICTIR 2009, Cambridge, UK, September 10\u201312, 2009. Lecture Notes in Computer Science, vol 5766. Springer, Berlin Heidelberg, pp 54\u201365. https:\/\/doi.org\/10.1007\/978-3-642-04417-5_6","key":"13417_CR19","DOI":"10.1007\/978-3-642-04417-5_6"},{"doi-asserted-by":"publisher","unstructured":"Clinchant S, Gaussier E (2010) Information-based models for ad hoc IR. In proceedings of the the 33rd international ACM SIGIR conference on Research and Development in information retrieval, SIGIR \u201810, Geneva, Switzerland, July 19\u201323, 2010. ACM, New York, NY, USA, pp 234\u2013241. https:\/\/doi.org\/10.1145\/1835449.1835490","key":"13417_CR20","DOI":"10.1145\/1835449.1835490"},{"unstructured":"Croft WB, Metzler D, Strohman T (2010) Search engines: information retrieval in practice. Pearson Education, Inc., United States. Available at: https:\/\/ciir.cs.umass.edu\/irbook\/. Accessed 21 July 2022.","key":"13417_CR21"},{"key":"13417_CR22","first-page":"1","volume-title":"21st Text REtrieval Conference TREC'12, Gaitersburg, MD, USA, November 6\u20139, 2012","author":"BT Dincer","year":"2012","unstructured":"Dincer BT (2012) IRRA at TREC 2012: index term weighting based on divergence from independence model. In: Voorhees EM, Buckland LP (eds) 21st Text REtrieval Conference TREC'12, Gaitersburg, MD, USA, November 6\u20139, 2012. National Institute of Standards and Technology, pp 1\u20136"},{"key":"13417_CR23","doi-asserted-by":"publisher","first-page":"768","DOI":"10.1016\/j.procs.2018.08.011","volume":"126","author":"M Ettaleb","year":"2018","unstructured":"Ettaleb M, Latiri C, Bellot P (2018) A combination of reduction and expansion approaches to Deal with long natural language queries. Procedia Comput Sci 126:768\u2013777. https:\/\/doi.org\/10.1016\/j.procs.2018.08.011","journal-title":"Procedia Comput Sci"},{"key":"13417_CR24","first-page":"1089","volume-title":"Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, \u00c9vora, Portugal, 5\u20138 September, 2016. CEUR Workshop Proceedings","author":"S-H Feng","year":"2016","unstructured":"Feng S-H, Zhang B-W, Yin X-C, Jin Z-X, Jin J-L, Wu J-W, Zhang L-L, Pan H-J, Fang F, Zhou F (2016) USTB at social book search 2016 suggestion task: active books set and re-ranking. In: Balog K, Cappellato L, Ferro N, Macdonald C (eds) Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, \u00c9vora, Portugal, 5\u20138 September, 2016. CEUR Workshop Proceedings, pp 1089\u20131096"},{"unstructured":"Hafsi M, G\u00e9ry M, Beigbeder M (2014) LaHC at INEX 2014: Social book search track. In: Cappellato L, Ferro N, Halvey M, Kraaij W (eds) 5th international conference of the CLEF association, CLEF\u201914, Sheffield, UK, September 15\u201318, 2014 2015. CEUR workshop proceedings. pp 514\u2013520 Available at: http:\/\/ceur-ws.org\/Vol-1180\/CLEF2014wn-Inex-HafsiEt2014.pdf. Accessed 21 July 2022","key":"13417_CR25"},{"doi-asserted-by":"publisher","unstructured":"Hashemi H, Zamani H, Croft WB (2019) Performance prediction for non-factoid question answering. Paper presented at the the 2019 ACM SIGIR international conference on theory of information retrieval, ICTIR \u201819, Santa Clara, CA, USA, October 2\u20135, 2019. ACM, New York, NY, USA, pp 55\u201358. https:\/\/doi.org\/10.1145\/3341981.3344249","key":"13417_CR26","DOI":"10.1145\/3341981.3344249"},{"unstructured":"Hiemstra D (2001) Using language models for information retrieval. PhD Thesis. University of Twente, AE Enschede, The Netherlands. Avaialable at: https:\/\/ris.utwente.nl\/ws\/portalfiles\/portal\/6042641\/t000001d.pdf. Accessed 21 July 2022","key":"13417_CR27"},{"issue":"12","key":"13417_CR28","doi-asserted-by":"publisher","first-page":"210797","DOI":"10.1098\/rsos.210797","volume":"8","author":"P Holur","year":"2021","unstructured":"Holur P, Shahsavari S, Ebrahimzadeh E, Tangherlini TR, Roychowdhury V (2021) Modelling social readers: novel tools for addressing reception from online book reviews. R Soc Open Sci 8(12):210797. https:\/\/doi.org\/10.1098\/rsos.210797","journal-title":"R Soc Open Sci"},{"key":"13417_CR29","first-page":"1115","volume-title":"Working notes of CLEF 2016 - conference and labs of the evaluation forum, \u00c9vora, Portugal, 5-8 September, 2016. CEUR workshop proceedings","author":"A Htait","year":"2016","unstructured":"Htait A, Fournier S, Bellot P (2016) SBS 2016 : Combining query expansion result and books information score for book recommendation. In: Balog K, Cappellato L, Ferro N, Macdonald C (eds) Working notes of CLEF 2016 - conference and labs of the evaluation forum, \u00c9vora, Portugal, 5-8 September, 2016. CEUR workshop proceedings. pp 1115-1122"},{"doi-asserted-by":"publisher","unstructured":"Htait A, Fournier S, Bellot P, Azzopardi L, Pasi G (2020) Using sentiment analysis for pseudo-relevance feedback in social book search. In Proceedings of the 2020 ACM SIGIR on international conference on theory of information retrieval (ICTIR '20), Virtual Event, Norway. ACM, New York, NY, USA, pp 29\u201332. https:\/\/doi.org\/10.1145\/3409256.3409847","key":"13417_CR30","DOI":"10.1145\/3409256.3409847"},{"unstructured":"Imhof M (2016) BM25 for non-textual modalities in social book search. In: Balog K, Cappellato L, Ferro N, Macdonald C (eds) Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, \u00c9vora, Portugal, 5\u20138 September, 2016, pp 1123\u20131129. Available at: http:\/\/ceur-ws.org\/Vol-1609\/16091123.pdf Accessed 21 July 2022","key":"13417_CR31"},{"issue":"1","key":"13417_CR32","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1007\/s10791-017-9322-x","volume":"21","author":"M Imhof","year":"2018","unstructured":"Imhof M, Braschler M (2018) A study of untrained models for multimodal information retrieval. Information Retrieval Journal 21(1):81\u2013106. https:\/\/doi.org\/10.1007\/s10791-017-9322-x","journal-title":"Information Retrieval Journal"},{"unstructured":"Imhof M, Badache I, Boughanem M Multimodal social book search. In: Cappellato L, Ferro N, Jones GJF, Juan ES (eds) 6th International Conference of the CLEF Association, CLEF'15, Toulouse, France, September 8-11, 2015 2015. CEUR Workshop Proceedings. p 9. Available at: http:\/\/ceur-ws.org\/Vol-1180\/CLEF2014wn-Inex-HafsiEt2014.pdf. Accessed 21 July 2022","key":"13417_CR33"},{"issue":"6","key":"13417_CR34","doi-asserted-by":"publisher","first-page":"809","DOI":"10.1016\/S0306-4573(00)00016-9","volume":"36","author":"KS Jones","year":"2000","unstructured":"Jones KS, Walker S, Robertson SE (2000) A probabilistic model of information retrieval: development and comparative experiments part 2. Inf Process Manag 36(6):809\u2013840. https:\/\/doi.org\/10.1016\/S0306-4573(00)00016-9","journal-title":"Inf Process Manag"},{"issue":"4","key":"13417_CR35","doi-asserted-by":"publisher","first-page":"6102","DOI":"10.48084\/etasr.3655","volume":"10","author":"S Khalid","year":"2020","unstructured":"Khalid S, Wu S (2020) Supporting scholarly search by query expansion and citation analysis. Eng Technol Appl Sci Res 10(4):6102\u20136108. https:\/\/doi.org\/10.48084\/etasr.3655","journal-title":"Eng Technol Appl Sci Res"},{"issue":"1","key":"13417_CR36","doi-asserted-by":"publisher","first-page":"3863","DOI":"10.48084\/etasr.2448","volume":"9","author":"S Khalid","year":"2019","unstructured":"Khalid S, Khusro S, Ullah I, Dawson-Amoah G (2019) On the current state of scholarly retrieval systems. Eng Technol Appl Sci Res 9(1):3863\u20133870. https:\/\/doi.org\/10.48084\/etasr.2448","journal-title":"Eng Technol Appl Sci Res"},{"key":"13417_CR37","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1177\/0165551519863346","volume":"47","author":"S Khalid","year":"2019","unstructured":"Khalid S, Wu S, Alam A, Ullah I (2019) Real-time feedback query expansion technique for supporting scholarly search using citation network analysis. J Inf Sci 47:1\u201313. https:\/\/doi.org\/10.1177\/0165551519863346","journal-title":"J Inf Sci"},{"key":"13417_CR38","doi-asserted-by":"publisher","first-page":"106","DOI":"10.1109\/ICOSST.2016.7838586","volume-title":"10th International Conference on Open Source Systems & Technologies, ICOSST 2026, Lahore, Pakistan, December 15\u201317, 2016","author":"S Khusro","year":"2016","unstructured":"Khusro S, Ullah I (2016) Towards a semantic book search engine. In: 10th International Conference on Open Source Systems & Technologies, ICOSST 2026, Lahore, Pakistan, December 15\u201317, 2016. IEEE, pp 106\u2013113. https:\/\/doi.org\/10.1109\/ICOSST.2016.7838586"},{"issue":"2","key":"13417_CR39","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1007\/s10791-013-9225-4","volume":"17","author":"\u0130 Kocaba\u015f","year":"2014","unstructured":"Kocaba\u015f \u0130, Din\u00e7er BT, Karao\u011flan B (2014) A nonparametric term weighting method for information retrieval based on measuring the divergence from independence. Inf Retr 17(2):153\u2013176. https:\/\/doi.org\/10.1007\/s10791-013-9225-4","journal-title":"Inf Retr"},{"doi-asserted-by":"publisher","unstructured":"Koolen M, Bogers T, G\u00e4de M, Hall M, Huurdeman H, Kamps J, Skov M, Toms E, Walsh D (2015) Overview of the CLEF 2015 Social Book Search Lab. In: Mothe J, Savoy J, Kamps J et al (eds) 6th International Conference of the CLEF Association, CLEF'15, Toulouse, France, September 8\u201311, 2015. Experimental IR Meets Multilinguality, Multimodality, and Interaction. Lecture Notes in Computer Science. vol 9283. Springer International Publishing, pp 545\u2013564. https:\/\/doi.org\/10.1007\/978-3-319-24027-5_51","key":"13417_CR40","DOI":"10.1007\/978-3-319-24027-5_51"},{"key":"13417_CR41","doi-asserted-by":"publisher","first-page":"351","DOI":"10.1007\/978-3-319-44564-9_29","volume-title":"7th International Conference of the CLEF Association, CLEF 2016, \u00c9vora, Portugal, September 5\u20138, 2016. Experimental IR Meets Multilinguality, Multimodality, and Interaction","author":"M Koolen","year":"2016","unstructured":"Koolen M, Bogers T, G\u00e4de M, Hall M, Hendrickx I, Huurdeman H, Kamps J, Skov M, Verberne S, Walsh D (2016) Overview of the CLEF 2016 Social Book Search Lab. In: Fuhr N, Quaresma P, Gon\u00e7alves T et al (eds) 7th International Conference of the CLEF Association, CLEF 2016, \u00c9vora, Portugal, September 5\u20138, 2016. Experimental IR Meets Multilinguality, Multimodality, and Interaction. Springer International Publishing, pp 351\u2013370. https:\/\/doi.org\/10.1007\/978-3-319-44564-9_29"},{"issue":"1","key":"13417_CR42","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1007\/s10462-018-9647-x","volume":"53","author":"R Kumar","year":"2020","unstructured":"Kumar R, Pamula R (2020) Social book search: a survey. Artif Intell Rev 53(1):95\u2013139. https:\/\/doi.org\/10.1007\/s10462-018-9647-x","journal-title":"Artif Intell Rev"},{"unstructured":"Kumar R, Guggilla B, Pamula R (2016) Social Book Search Track: ISM@CLEF'16 Suggestion Task. In: Balog K, Cappellato L, Ferro N, Macdonald C (eds) Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, \u00c9vora, Portugal, 5\u20138 September, 2016. CEUR Workshop Proceedings, pp 1130\u20131135. Accessed July 21, 2022. Available at: http:\/\/ceur-ws.org\/Vol-1609\/16091130.pdf. Accessed 21 July 2022","key":"13417_CR43"},{"unstructured":"Macdonald C, McCreadie R (2020) Documentation for terrier v5.X. School of Computing Science, University of Glasgow. https:\/\/github.com\/terrier-org\/terrier-core\/blob\/5.x\/doc\/index.md. Accessed 21 July 2022","key":"13417_CR44"},{"key":"13417_CR45","first-page":"14","volume-title":"Proceedings of the Fourteenth Text REtrieval Conference, TREC 2005, Gaithersburg, Maryland, USA, November 15\u201318, 2005. NIST Special Publication","author":"C Macdonald","year":"2005","unstructured":"Macdonald C, He B, Plachouras V, Ounis I (2005) University of Glasgow at TREC 2005: Experiments in Terabyte and Enterprise Tracks with Terrier. In: Proceedings of the Fourteenth Text REtrieval Conference, TREC 2005, Gaithersburg, Maryland, USA, November 15\u201318, 2005. NIST Special Publication. National Institute of Standards and Technology (NIST), p 14"},{"key":"13417_CR46","doi-asserted-by":"publisher","first-page":"898","DOI":"10.1007\/11878773_100","volume-title":"6th workshop of the cross-language evalution forum, CLEF 2005, Vienna, Austria, September 21\u201323, 2005. Accessing multilingual information repositories","author":"C Macdonald","year":"2006","unstructured":"Macdonald C, Plachouras V, He B, Lioma C, Ounis I (2006) University of Glasgow at WebCLEF 2005: experiments in per-field normalisation and language specific stemming. In: Peters C, Gey FC, Gonzalo J et al (eds) 6th workshop of the cross-language evalution forum, CLEF 2005, Vienna, Austria, September 21\u201323, 2005. Accessing multilingual information repositories. Springer, Berlin Heidelberg, pp 898\u2013907. https:\/\/doi.org\/10.1007\/11878773_100"},{"key":"13417_CR47","first-page":"60","volume-title":"SIGIR 2012 Workshop on Open Source Information Retrieval, Portland, Oregon, USA, August 16, 2012","author":"C Macdonald","year":"2012","unstructured":"Macdonald C, McCreadie R, Santos R, Ounis I (2012) From puppy to maturity: experiences in developing terrier. In: SIGIR 2012 Workshop on Open Source Information Retrieval, Portland, Oregon, USA, August 16, 2012, pp 60\u201363"},{"unstructured":"Manning CD, Raghavan P, Sch\u00fctze H (2009) Introduction to information retrieval, Cambridge University Press. 2008. Available at: https:\/\/nlp.stanford.edu\/IR-book\/","key":"13417_CR48"},{"issue":"5","key":"13417_CR49","doi-asserted-by":"publisher","first-page":"735","DOI":"10.1016\/j.ipm.2004.05.001","volume":"40","author":"D Metzler","year":"2004","unstructured":"Metzler D, Croft WB (2004) Combining the language model and inference network approaches to retrieval. Inf Process Manag 40(5):735\u2013750. https:\/\/doi.org\/10.1016\/j.ipm.2004.05.001","journal-title":"Inf Process Manag"},{"doi-asserted-by":"publisher","unstructured":"Metzler D, Croft WB (2005) A Markov random field model for term dependencies. In Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '05). Salvador, Brazil. August 15 - 19, 2005. ACM, New York, NY, USA, pp 472\u2013479. https:\/\/doi.org\/10.1145\/1076034.1076115","key":"13417_CR50","DOI":"10.1145\/1076034.1076115"},{"unstructured":"Ould-Amer N, G\u00e9ry M (2015) LaHC at CLEF 2015 SBS Lab. In: Cappellato L, Ferro N, Jones GJF, Juan ES (eds) 6th international conference of the CLEF association, CLEF'15, Toulouse, France, September 8\u201311, 2015. CEUR Workshop Proceedings. p 4. Available at: http:\/\/ceur-ws.org\/Vol-1391\/11-CR.pdf .Accessed 21 July 2022.","key":"13417_CR51"},{"unstructured":"Ould-Amer N, Mulhem P, Gery M (2015) LIG at CLEF 2015 SBS Lab. In: Cappellato L, Ferro N, Jones GJF, Juan ES (eds) 6th international conference of the CLEF association, CLEF'15, Toulouse, France, September 8\u201311, 2015. CEUR Workshop Proceedings. Available at:http:\/\/ceur-ws.org\/Vol-1391\/6-CR.pdf. Accessed 21 July 2022","key":"13417_CR52"},{"unstructured":"Ould-Amer N, Mulhem P, G\u00e9ry M, Abdulahhad K (2016) Word embedding for social book suggestion. In: Balog K, Cappellato L, Ferro N, Macdonald C (eds) 7th international conference of the CLEF association, CLEF\u201916, \u00c9vora, Portugal, September 5\u20138, 2016. CEUR Workshop Proceedings. pp 1136\u20131144 Availble at:http:\/\/ceurws.org\/Vol-1609\/16091136.pdf. Accessed 21 July 2022","key":"13417_CR53"},{"key":"13417_CR54","doi-asserted-by":"publisher","first-page":"517","DOI":"10.1007\/978-3-540-31865-1_37","volume-title":"27th European Conference on IR Research, ECIR'05, Santiago de Compostela, Spain, March 21\u201323, 2005","author":"I Ounis","year":"2005","unstructured":"Ounis I, Amati G, Plachouras V, He B, Macdonald C, Johnson D (2005) Terrier information retrieval platform. In: Losada DE, Fern\u00e1ndez-Luna JM (eds) 27th European Conference on IR Research, ECIR'05, Santiago de Compostela, Spain, March 21\u201323, 2005. Springer, pp 517\u2013519. https:\/\/doi.org\/10.1007\/978-3-540-31865-1_37"},{"key":"13417_CR55","first-page":"18","volume-title":"ACM SIGIR\u201906 Workshop on Open Source Information Retrieval (OSIR 2006), Seattle, Washington, USA, 10th August, 2006","author":"I Ounis","year":"2006","unstructured":"Ounis I, Amati G, Plachouras V, He B, Macdonald C, Lioma C (2006) Terrier: a high performance and scalable information retrieval platform. In: ACM SIGIR\u201906 Workshop on Open Source Information Retrieval (OSIR 2006), Seattle, Washington, USA, 10th August, 2006, pp 18\u201325"},{"issue":"1","key":"13417_CR56","first-page":"49","volume":"8","author":"I Ounis","year":"2007","unstructured":"Ounis I, Lioma C, Macdonald C, Plachouras V (2007) Research directions in terrier: a search engine for advanced retrieval on the web. CEPIS Upgrade Journal 8(1):49\u201356","journal-title":"CEPIS Upgrade Journal"},{"key":"13417_CR57","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2597959.2597978","volume-title":"Western Canadian Conference on Computing Education, WCCCE'14, Richmond, BC, Canada, May 2014","author":"M Pannu","year":"2014","unstructured":"Pannu M, James A, Bird RA (2014) comparison of information retrieval models. In: Maydan C, Liu X (eds) Western Canadian Conference on Computing Education, WCCCE'14, Richmond, BC, Canada, May 2014. ACM, pp 1\u20136. https:\/\/doi.org\/10.1145\/2597959.2597978"},{"key":"13417_CR58","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1007\/978-3-540-71496-5_6","volume-title":"29th european conference on IR Research, ECIR 2007, Rome, Italy, April 2\u20135, 2007. Advances in information retrieval","author":"V Plachouras","year":"2007","unstructured":"Plachouras V, Ounis I (2007) Multinomial randomness models for retrieval with document fields. In: Amati G, Carpineto C, Romano G (eds) 29th european conference on IR Research, ECIR 2007, Rome, Italy, April 2\u20135, 2007. Advances in information retrieval. Springer Berlin Heidelberg, pp 28\u201339. https:\/\/doi.org\/10.1007\/978-3-540-71496-5_6"},{"key":"13417_CR59","doi-asserted-by":"publisher","first-page":"275","DOI":"10.1145\/290941.291008","volume-title":"21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '98, Melbourne, Australia, August 1987","author":"JM Ponte","year":"1998","unstructured":"Ponte JM, Croft WB (1998) A language modeling approach to information retrieval. In: 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '98, Melbourne, Australia, August 1987. ACM, pp 275\u2013281. https:\/\/doi.org\/10.1145\/290941.291008"},{"issue":"9","key":"13417_CR60","doi-asserted-by":"publisher","first-page":"1139","DOI":"10.1016\/j.future.2019.11.017","volume":"110","author":"T Pradhan","year":"2020","unstructured":"Pradhan T, Pal S (2020) A hybrid personalized scholarly venue recommender system integrating social network analysis and contextual similarity. Futur Gener Comput Syst 110(9):1139\u20131166. https:\/\/doi.org\/10.1016\/j.future.2019.11.017","journal-title":"Futur Gener Comput Syst"},{"issue":"3","key":"13417_CR61","doi-asserted-by":"publisher","first-page":"332","DOI":"10.1109\/TETCI.2021.3067655","volume":"5","author":"J Ren","year":"2021","unstructured":"Ren J, Xia F, Chen X, Liu J, Hou M, Shehzad A, Sultanova N, Kong X (2021) Matching algorithms: fundamentals, applications and challenges. IEEE Trans Emerg Topics Comput Intell 5(3):332\u2013350. https:\/\/doi.org\/10.1109\/TETCI.2021.3067655","journal-title":"IEEE Trans Emerg Topics Comput Intell"},{"key":"13417_CR62","doi-asserted-by":"publisher","first-page":"232","DOI":"10.1007\/978-1-4471-2099-5_24","volume-title":"17th annual international ACM SIGIR conference on Research and development in information retrieval, SIGIR \u201894, London, August 1994. SIGIR \u201894","author":"SE Robertson","year":"1994","unstructured":"Robertson SE, Walker S (1994) Some simple effective approximations to the 2-poisson model for probabilistic weighted retrieval. In: 17th annual international ACM SIGIR conference on Research and development in information retrieval, SIGIR \u201894, London, August 1994. SIGIR \u201894. Springer, London, pp 232\u2013241. https:\/\/doi.org\/10.1007\/978-1-4471-2099-5_24"},{"key":"13417_CR63","first-page":"253","volume-title":"7th Text REtrieval Conference, TREC 1998, Gaithersburg, Maryland, USA, November 9\u201311, 1998. NIST special publication","author":"SE Robertson","year":"1999","unstructured":"Robertson SE, Walker S, Beaulieu M, Willett P (1999) Okapi at TREC-7: Automatic Ad Hoc, Filtering, VLC and Interactive Track. In: 7th Text REtrieval Conference, TREC 1998, Gaithersburg, Maryland, USA, November 9\u201311, 1998. NIST special publication, vol 500. National Institute of Standards and Technology, pp 253\u2013264"},{"doi-asserted-by":"publisher","unstructured":"Robertson S, Zaragoza H, Taylor M (2004) Simple BM25 extension to multiple weighted fields. In: 13th ACM International Conference on Information and Knowledge Management (CIKM'04) Washington, D.C., USA. November 8-13, 2004. ACM, New York, NY, USA pp 42\u201349. https:\/\/doi.org\/10.1145\/1031171.1031181","key":"13417_CR64","DOI":"10.1145\/1031171.1031181"},{"doi-asserted-by":"crossref","unstructured":"R\u00fcckl\u00e9 A, Swarnkar K, Gurevych I (2019) Improved cross-lingual question retrieval for community question answering. Paper presented at the the world wide web conference, WWW '19, San Francisco, CA, USA, May 2019","key":"13417_CR65","DOI":"10.1145\/3308558.3313502"},{"doi-asserted-by":"publisher","unstructured":"Singhal A, Buckley C, Mitra M (1996) Pivoted document length normalization. Paper presented at the 19th annual international ACM SIGIR conference on research and development in information retrieval, SIGIR \u201896, Zurich, Switzerland, August 1996. https:\/\/doi.org\/10.1145\/3130348.3130365","key":"13417_CR66","DOI":"10.1145\/3130348.3130365"},{"key":"13417_CR67","first-page":"239","volume-title":"7th Text REtrieval Conference, TREC 1998, Gaithersburg, Maryland, USA, November 9\u201311, 1998. NIST special publication","author":"A Singhal","year":"1999","unstructured":"Singhal A, Choi J, Hindle D, Lewis DD, Pereira F (1999) AT&T at TREC-7. In: Voorhees EM, Harman DK (eds) 7th Text REtrieval Conference, TREC 1998, Gaithersburg, Maryland, USA, November 9\u201311, 1998. NIST special publication. National Institute of Standards and Technology, pp 239\u2013252"},{"issue":"1","key":"13417_CR68","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1108\/eb026526","volume":"28","author":"K Sparck Jones","year":"1972","unstructured":"Sparck Jones K (1972) A statistical interpretation of term specificity and its application in retrieval. J Doc 28(1):11\u201321. https:\/\/doi.org\/10.1108\/eb026526","journal-title":"J Doc"},{"issue":"6","key":"13417_CR69","doi-asserted-by":"publisher","first-page":"779","DOI":"10.1016\/S0306-4573(00)00015-7","volume":"36","author":"K Sparck Jones","year":"2000","unstructured":"Sparck Jones K, Walker S, Robertson SE (2000) A probabilistic model of information retrieval: development and comparative experiments: part 1. Inf Process Manag 36(6):779\u2013808. https:\/\/doi.org\/10.1016\/S0306-4573(00)00015-7","journal-title":"Inf Process Manag"},{"unstructured":"Ullah I (2020) Improving social book search using structure semantics, bibliographic descriptions and social metadata. PhD Thesis. University of Peshawar, Pakistan Research Repository. Available at: http:\/\/prr.hec.gov.pk\/jspui\/handle\/123456789\/12098. Accessed 21 July 2022","key":"13417_CR70"},{"key":"13417_CR71","doi-asserted-by":"publisher","first-page":"347","DOI":"10.1007\/978-3-319-33625-1_31","volume-title":"5th computer science on-line conference 2016 (CSOC2016), Zlin, Czech Republic, 27\u201330 April, 2016. Artificial intelligence perspectives in intelligent systems","author":"I Ullah","year":"2016","unstructured":"Ullah I, Khusro S (2016) In search of a semantic book search engine on the web: are we there yet? In: Silhavy R, Senkerik R, Oplatkova ZK, Silhavy P, Prokopova Z (eds) 5th computer science on-line conference 2016 (CSOC2016), Zlin, Czech Republic, 27\u201330 April, 2016. Artificial intelligence perspectives in intelligent systems. Springer International Publishing, pp 347\u2013357. https:\/\/doi.org\/10.1007\/978-3-319-33625-1_31"},{"issue":"11","key":"13417_CR72","doi-asserted-by":"publisher","first-page":"8011","DOI":"10.1007\/s11042-019-08591-0","volume":"79","author":"I Ullah","year":"2020","unstructured":"Ullah I, Khusro S (2020) Social book search: the impact of the social web on book retrieval and recommendation. Multimed Tools Appl 79(11):8011\u20138060. https:\/\/doi.org\/10.1007\/s11042-019-08591-0","journal-title":"Multimed Tools Appl"},{"issue":"4","key":"13417_CR73","doi-asserted-by":"publisher","first-page":"5131","DOI":"10.1007\/s11042-020-09811-8","volume":"80","author":"I Ullah","year":"2021","unstructured":"Ullah I, Khusro S, Ahmad I (2021) Improving social book search using structure semantics, bibliographic descriptions and social metadata. Multimed Tools Appl 80(4):5131\u20135172. https:\/\/doi.org\/10.1007\/s11042-020-09811-8","journal-title":"Multimed Tools Appl"},{"doi-asserted-by":"publisher","unstructured":"Vishwakarma SK, Lakhtaria KI, Bhatnagar D, Sharma AK (2015) Monolingual Information Retrieval using Terrier: FIRE 2010 Experiments based on n-gram index. In: Soni AK, Lobiyal DK (eds) 3rd International Conference on Recent Trends in Computing 2015 (ICRTC-2015), Ghaziabad India, March 12\u201313, 2015. Procedia computer science, vol 2015. Elsevier, pp 815\u2013820. https:\/\/doi.org\/10.1016\/j.procs.2015.07.484","key":"13417_CR74","DOI":"10.1016\/j.procs.2015.07.484"},{"issue":"2","key":"13417_CR75","doi-asserted-by":"publisher","first-page":"14","DOI":"10.6245\/JLIS.2017.432\/733","volume":"43","author":"S-H Wu","year":"2018","unstructured":"Wu S-H (2018) The CYUT system on social book search track since INEX 2013 to CLEF 2016. Libr Sci Inf Sci 43(2):14. https:\/\/doi.org\/10.6245\/JLIS.2017.432\/733","journal-title":"Libr Sci Inf Sci"},{"key":"13417_CR76","doi-asserted-by":"publisher","first-page":"234","DOI":"10.1007\/978-3-540-78646-7_23","volume-title":"30th European Conference on IR Research, ECIR 2008, Glasgow, United Kingdom, March 30\u2013April 3, 2008. Advances in information retrieval","author":"H Wu","year":"2008","unstructured":"Wu H, Kazai G, Taylor M (2008) Book search experiments: investigating IR methods for the indexing and retrieval of books. In: Macdonald C, Ounis I, Plachouras V, Ruthven I, White RW (eds) 30th European Conference on IR Research, ECIR 2008, Glasgow, United Kingdom, March 30\u2013April 3, 2008. Advances in information retrieval. Springer, Berlin, pp 234\u2013245. https:\/\/doi.org\/10.1007\/978-3-540-78646-7_23"},{"key":"13417_CR77","first-page":"1155","volume-title":"Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, \u00c9vora, Portugal, 5\u20138 September, 2016","author":"S-H Wu","year":"2016","unstructured":"Wu S-H, Hsieh Y-H, Chen L-P, Yang P-C (2016) Query expansion by word embedding in the suggestion track of CLEF 2016 social book search lab. In: Balog K, Cappellato L, Ferro N, Macdonald C (eds) Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, \u00c9vora, Portugal, 5\u20138 September, 2016, pp 1155\u20131165"},{"issue":"2","key":"13417_CR78","doi-asserted-by":"publisher","first-page":"e0148479","DOI":"10.1371\/journal.pone.0148479","volume":"11","author":"X-C Yin","year":"2016","unstructured":"Yin X-C, Zhang B-W, Cui X-P, Qu J, Geng B, Zhou F, Song L, Hao H-W (2016) ISART: a generic framework for searching books with social information. PLOS ONE 11(2):e0148479. https:\/\/doi.org\/10.1371\/journal.pone.0148479","journal-title":"PLOS ONE"},{"unstructured":"Zaragoza H, Craswell N, Taylor M, Saria S, Robertson S (2004) Microsoft Cambridge at TREC-13: Web and HARD tracks. In: Voorhees EM, Buckland LP (eds) 13th Text REtrieval Conference, TREC 2004, Gaithersburg, Maryland, USA, November 16\u201319, 2004. NIST Special Publication. National Institute of Standards and Technology, p 7. Available at: http:\/\/trec.nist.gov\/pubs\/trec13\/papers\/microsoft-cambridge.web.hard.pdf. Accessed 21 July 2022","key":"13417_CR79"},{"unstructured":"Zhai C (2001) Notes on the Lemur TFIDF model. Unpublished report. School of Computer Science, Cornegie Mellon University. Available at: http:\/\/lemurproject.org\/lemur\/tfidf.pdf","key":"13417_CR80"},{"issue":"2","key":"13417_CR81","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1145\/984321.984322","volume":"22","author":"C Zhai","year":"2004","unstructured":"Zhai C, Lafferty J (2004) A study of smoothing methods for language models applied to information retrieval. ACM Trans Inf Syst 22(2):179\u2013214. https:\/\/doi.org\/10.1145\/984321.984322","journal-title":"ACM Trans Inf Syst"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-022-13417-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11042-022-13417-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-022-13417-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,30]],"date-time":"2024-09-30T05:05:11Z","timestamp":1727672711000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11042-022-13417-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,27]]},"references-count":81,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2023,2]]}},"alternative-id":["13417"],"URL":"https:\/\/doi.org\/10.1007\/s11042-022-13417-7","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"type":"print","value":"1380-7501"},{"type":"electronic","value":"1573-7721"}],"subject":[],"published":{"date-parts":[[2022,7,27]]},"assertion":[{"value":"10 December 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"16 May 2022","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 July 2022","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 July 2022","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors explicitly declare that \u201cNo Competing Interests are at stake and there is No Conflict of Interest\u201d with other people or organizations that could inappropriately influence or bias the content of the article.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}]}}