{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,19]],"date-time":"2025-11-19T06:58:58Z","timestamp":1763535538122,"version":"3.41.0"},"reference-count":64,"publisher":"Springer Science and Business Media LLC","issue":"11","license":[{"start":{"date-parts":[[2018,5,10]],"date-time":"2018-05-10T00:00:00Z","timestamp":1525910400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"DOI":"10.13039\/501100004955","name":"\u00d6sterreichische Forschungsf\u00f6rderungsgesellschaft","doi-asserted-by":"publisher","award":["842407"],"award-info":[{"award-number":["842407"]}],"id":[{"id":"10.13039\/501100004955","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007945","name":"Steirische Wirtschaftsf\u00f6rderungsgesellschaft","doi-asserted-by":"publisher","award":["EXPERT"],"award-info":[{"award-number":["EXPERT"]}],"id":[{"id":"10.13039\/501100007945","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100008332","name":"Graz University of Technology","doi-asserted-by":"crossref","id":[{"id":"10.13039\/100008332","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Appl Intell"],"published-print":{"date-parts":[[2018,11]]},"DOI":"10.1007\/s10489-018-1171-9","type":"journal-article","created":{"date-parts":[[2018,5,10]],"date-time":"2018-05-10T06:34:36Z","timestamp":1525934076000},"page":"3976-3994","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Applying algorithm selection to abductive diagnostic reasoning"],"prefix":"10.1007","volume":"48","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5077-8641","authenticated-orcid":false,"given":"Roxane","family":"Koitz-Hristov","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Franz","family":"Wotawa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,5,10]]},"reference":[{"doi-asserted-by":"crossref","unstructured":"Arif MF, Menc\u00eda C, Marques-Silva J (2015) Efficient MUS enumeration of Horn formulae with applications to axiom pinpointing. In: International conference on theory and applications of satisfiability testing. Springer, pp 324\u2013342","key":"1171_CR1","DOI":"10.1007\/978-3-319-24318-4_24"},{"key":"1171_CR2","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1016\/j.artint.2016.04.003","volume":"237","author":"B Bischl","year":"2016","unstructured":"Bischl B, Kerschke P, Kotthoff L, Lindauer M, Malitsky Y, Fr\u00e9chette A, Hoos H, Hutter F, Leyton-Brown K, Tierney K et al (2016) ASLib: a benchmark library for algorithm selection. Artif Intell 237:41\u201358","journal-title":"Artif Intell"},{"issue":"1-3","key":"1171_CR3","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1016\/0004-3702(91)90005-5","volume":"49","author":"T Bylander","year":"1991","unstructured":"Bylander T, Allemang D, Tanner MC, Josephson JR (1991) The computational complexity of abduction. Artif Intell 49(1-3):25\u2013 60","journal-title":"Artif Intell"},{"unstructured":"Console L, Dressier O (1999) Model-based diagnosis in the real world: lessons learned and challenges remaining. In: Proceedings of the 16th international joint conference on artificial intelligence - volume 2, IJCAI\u201999, pp 1393\u20131400","key":"1171_CR4"},{"issue":"3","key":"1171_CR5","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1111\/j.1467-8640.1991.tb00388.x","volume":"7","author":"L Console","year":"1991","unstructured":"Console L, Torasso P (1991) A spectrum of logical definitions of model-based diagnosis. Comput Intell 7 (3):133\u2013141","journal-title":"Comput Intell"},{"issue":"2","key":"1171_CR6","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1016\/0004-3702(86)90080-9","volume":"28","author":"J De Kleer","year":"1986","unstructured":"De Kleer J (1986) An assumption-based model-based diagnosis. Artif Intell 28(2):127\u2013162","journal-title":"Artif Intell"},{"issue":"2","key":"1171_CR7","doi-asserted-by":"publisher","first-page":"197","DOI":"10.1016\/0004-3702(86)90082-2","volume":"28","author":"J De Kleer","year":"1986","unstructured":"De Kleer J (1986) Problem solving with the AModel-based diagnosis. Artif Intell 28(2):197\u2013224","journal-title":"Artif Intell"},{"issue":"1","key":"1171_CR8","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1016\/0004-3702(87)90063-4","volume":"32","author":"J De Kleer","year":"1987","unstructured":"De Kleer J, Williams BC (1987) Diagnosing multiple faults. Artif Intell 32(1):97\u2013130","journal-title":"Artif Intell"},{"unstructured":"E\u00e9n N, S\u00f6rensson N (2003) An extensible SAT-solver. In: International conferemce on theory and applications of SAT. Springer, pp 502\u2013518","key":"1171_CR9"},{"issue":"1","key":"1171_CR10","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1145\/200836.200838","volume":"42","author":"T Eiter","year":"1995","unstructured":"Eiter T, Gottlob G (1995) The complexity of logic-based abduction. J ACM (JACM) 42(1):3\u201342","journal-title":"J ACM (JACM)"},{"doi-asserted-by":"crossref","unstructured":"Friedrich G, Gottlob G, Nejdl W (1990) Hypothesis classification, abductive diagnosis and therapy. Expert Systems in Engineering Principles and Applications:69\u201378","key":"1171_CR11","DOI":"10.1007\/3-540-53104-1_32"},{"unstructured":"Gebser M, Kaminski R, Kaufmann B, Schaub T (2014) Clingo = ASP + control: preliminary report. In: Leuschel M, Schrijvers T (eds) Technical Communications of the 30th International Conference on Logic Programming, pp 1\u201313","key":"1171_CR12"},{"unstructured":"Gelfond M, Lifschitz V (1988) The stable model semantics for logic programming. In: Logic programming, proceedings of the fifth international conference and symposium, vol 88, pp 1070\u20131080","key":"1171_CR13"},{"doi-asserted-by":"crossref","unstructured":"Gordon AS (2016) Commonsense interpretation of triangle behavior. In: Proceedings of the thirtieth AAAI conference on artificial intelligence. AAAI Press, pp 3719\u20133725","key":"1171_CR14","DOI":"10.1609\/aaai.v30i1.9881"},{"issue":"1","key":"1171_CR15","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1016\/0004-3702(89)90079-9","volume":"41","author":"R Greiner","year":"1989","unstructured":"Greiner R, Smith BA, Wilkerson RW (1989) A correction to the algorithm in Reiter\u2019s theory of diagnosis. Artif Intell 41(1):79\u2013 88","journal-title":"Artif Intell"},{"issue":"1","key":"1171_CR16","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1007\/s10479-007-0229-6","volume":"156","author":"H Guo","year":"2007","unstructured":"Guo H, Hsu WH (2007) A machine learning approach to algorithm selection for NP-hard optimization problems: a case study on the MPE problem. Ann Oper Res 156(1):61\u201382","journal-title":"Ann Oper Res"},{"issue":"1","key":"1171_CR17","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1145\/1656274.1656278","volume":"11","author":"M Hall","year":"2009","unstructured":"Hall M, Frank E, Holmes G, Pfahringer B, Reutemann P, Witten IH (2009) The WEKA data mining software: an update. ACM SIGKDD Explorations Newsletter 11(1):10\u201318","journal-title":"ACM SIGKDD Explorations Newsletter"},{"issue":"4","key":"1171_CR18","doi-asserted-by":"publisher","first-page":"375","DOI":"10.1016\/S0954-1810(97)10011-5","volume":"12","author":"PG Hawkins","year":"1998","unstructured":"Hawkins PG, Woollons DJ (1998) Failure modes and effects analysis of complex engineering systems using functional models. Artif Intell Eng 12(4):375\u2013397","journal-title":"Artif Intell Eng"},{"issue":"8","key":"1171_CR19","doi-asserted-by":"publisher","first-page":"832","DOI":"10.1109\/34.709601","volume":"20","author":"TK Ho","year":"1998","unstructured":"Ho TK (1998) The random subspace method for constructing decision forests. IEEE Trans Pattern Anal Mach Intell 20(8):832\u2013844","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"1171_CR20","first-page":"213","volume":"2006","author":"F Hutter","year":"2006","unstructured":"Hutter F, Hamadi Y, Hoos H, Leyton-Brown K (2006) Performance prediction and automated tuning of randomized and parametric algorithms. Principles Pract Constraint Programming-CP 2006:213\u2013228","journal-title":"Principles Pract Constraint Programming-CP"},{"key":"1171_CR21","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1016\/j.artint.2013.10.003","volume":"206","author":"F Hutter","year":"2014","unstructured":"Hutter F, Xu L, Hoos HH, Leyton-Brown K (2014) Algorithm runtime prediction: methods & evaluation. Artif Intell 206:79\u2013111","journal-title":"Artif Intell"},{"doi-asserted-by":"crossref","unstructured":"Ignatiev A, Morgado A, Marques-silva J (2016) Propositional abduction with implicit hitting sets. In: Proceedings of the 22nd european conference on artificial intelligence , pp 1327\u20131335","key":"1171_CR22","DOI":"10.3233\/978-1-61499-672-9-1327"},{"issue":"2","key":"1171_CR23","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1016\/0004-3702(92)90030-2","volume":"56","author":"K Inoue","year":"1992","unstructured":"Inoue K (1992) Linear resolution for consequence finding. Artif Intell 56(2):301\u2013353","journal-title":"Artif Intell"},{"unstructured":"Junker U (2004) QUICKXPLAIN: preferred explanations and relaxations for over-constrained problems. In: Proceedings of the 19th national conference on artificial intelligence. AAAI Press, pp 167\u2013172","key":"1171_CR24"},{"issue":"6","key":"1171_CR25","doi-asserted-by":"publisher","first-page":"719","DOI":"10.1093\/logcom\/2.6.719","volume":"2","author":"AC Kakas","year":"1992","unstructured":"Kakas AC, Kowalski RA, Toni F (1992) Abductive logic programming. J Log Comput 2(6):719\u2013770","journal-title":"J Log Comput"},{"unstructured":"Kakas AC, Van Nuffelen B, Denecker M (2001) A-system: problem solving through abduction. In: Proceedings of the seventeenth international joint conference on artificial intelligence, pp 591\u2013596","key":"1171_CR26"},{"issue":"1-2","key":"1171_CR27","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1016\/S0004-3702(98)00060-5","volume":"104","author":"J Kohlas","year":"1998","unstructured":"Kohlas J, Anrig B, Haenni R, Monney PA (1998) Model-based diagnostics and probabilistic assumption-based reasoning. Artif Intell 104(1-2):71\u2013106","journal-title":"Artif Intell"},{"unstructured":"Koitz R, Wotawa F (2015) Finding explanations: an empirical evaluation of abductive diagnosis algorithms. In: Proceedings of the 2015 international conference on defeasible and ampliative reasoning-volume 1423. CEUR-WS.org, pp 36\u201342","key":"1171_CR28"},{"unstructured":"Koitz R, Wotawa F (2016) Exploiting structural metrics in FMEA-based abductive diagnosis. In: Proceedings of the twenty-seventh international workshop on principles of diagnosis (DX-2016), pp 1\u20138","key":"1171_CR29"},{"unstructured":"Koitz R, Wotawa F (2016) Improving abductive diagnosis through structural features: a meta-approach. In: Proceedings of the international workshop on defeasible and ampliative reasoning (DARe-16), pp 1\u20139","key":"1171_CR30"},{"doi-asserted-by":"crossref","unstructured":"Koitz R, Wotawa F (2016) Integration of failure assessments into the diagnostic process. In: Proceedings of the annual conference of the PHM society (PHM-2016), pp 117\u2013128","key":"1171_CR31","DOI":"10.36001\/phmconf.2016.v8i1.2536"},{"unstructured":"Koitz R, Wotawa F (2016) On structural properties to improve FMEA-based abductive diagnosis. In: Workshop on knowledge-based techniques for problem solving and reasoning, pp 1\u20137","key":"1171_CR32"},{"unstructured":"Koitz R, Wotawa F (2017) Faster Horn diagnosis - a performance comparison of abductive reasoning algorithms. Submitted to Artificial Intelligence","key":"1171_CR33"},{"issue":"3","key":"1171_CR34","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1609\/aimag.v35i3.2460","volume":"35","author":"L Kotthoff","year":"2014","unstructured":"Kotthoff L (2014) Algorithm selection for combinatorial search problems: a survey. AI Mag 35(3):48\u201360","journal-title":"AI Mag"},{"unstructured":"Levesque HJ (1989) A knowledge-level account of abduction. In: Proceedings of the 11th international joint conference on artificial intelligence-volume 2. Morgan Kaufmann Publishers Inc, pp 1061\u20131067","key":"1171_CR35"},{"unstructured":"Leyton-Brown K, Nudelman E, Andrew G, McFadden J, Shoham Y (2003) A portfolio approach to algorithm select. In: Proceedings of the 18th international joint conference on artificial intelligence. Morgan Kaufmann Publishers Inc, pp 1542\u20131543","key":"1171_CR36"},{"issue":"1","key":"1171_CR37","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s10817-007-9084-z","volume":"40","author":"MH Liffiton","year":"2008","unstructured":"Liffiton MH, Sakallah KA (2008) Algorithms for computing minimal unsatisfiable subsets of constraints. J Autom Reason 40(1):1\u201333","journal-title":"J Autom Reason"},{"issue":"2","key":"1171_CR38","doi-asserted-by":"publisher","first-page":"99","DOI":"10.1016\/S0888-613X(01)00036-6","volume":"27","author":"PJ Lucas","year":"2001","unstructured":"Lucas PJ (2001) Bayesian model-based diagnosis. Int J Approx Reason 27(2):99\u2013119","journal-title":"Int J Approx Reason"},{"doi-asserted-by":"crossref","unstructured":"Malitsky Y, O\u2019Sullivan B, Previti A, Marques-Silva J (2014) A portfolio approach to enumerating minimal correction subsets for satisfiability problems. In: International conference on AI and OR techniques in constriant programming for combinatorial optimization problems. Springer, pp 368\u2013376","key":"1171_CR39","DOI":"10.1007\/978-3-319-07046-9_26"},{"doi-asserted-by":"crossref","unstructured":"Marquis P (2000) Consequence finding algorithms. In: Handbook of defeasible reasoning and uncertainty management systems. Springer, pp 41\u2013145","key":"1171_CR40","DOI":"10.1007\/978-94-017-1737-3_3"},{"doi-asserted-by":"crossref","unstructured":"McIlraith SA (1994) Generating tests using abduction. In: Proceedings of the fourth international conference on principles of knowledge representation and reasoning. Morgan Kaufmann Publishers Inc, pp 449\u2013460","key":"1171_CR41","DOI":"10.1016\/B978-1-4832-1452-8.50137-8"},{"unstructured":"McIlraith SA (1998) Logic-based abductive inference. Knowledge Systems Laboratory Technical Report KSL-98-19","key":"1171_CR42"},{"issue":"1","key":"1171_CR43","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/0020-0190(88)90124-X","volume":"29","author":"M Minoux","year":"1988","unstructured":"Minoux M (1988) LTUR: a Simplified linear-time unit resolution algorithm for Horn formulae and computer implementation. Inf Process Lett 29(1):1\u201312","journal-title":"Inf Process Lett"},{"doi-asserted-by":"crossref","unstructured":"Morak M, Musliu N, Pichler R, R\u00fcmmele S, Woltran S (2012) Evaluating tree-decomposition based algorithms for answer set programming. Learn Intell Optim:130\u2013144","key":"1171_CR44","DOI":"10.1007\/978-3-642-34413-8_10"},{"issue":"3","key":"1171_CR45","doi-asserted-by":"publisher","first-page":"559","DOI":"10.3390\/e14030559","volume":"14","author":"A Mowshowitz","year":"2012","unstructured":"Mowshowitz A, Dehmer M (2012) Entropy and the complexity of graphs revisited. Entropy 14(3):559\u2013570","journal-title":"Entropy"},{"doi-asserted-by":"crossref","unstructured":"Musliu N, Schwengerer M (2013) Algorithm selection for the graph coloring problem. In: International conference on learning and intelligent optimization. Springer, pp 389\u2013403","key":"1171_CR46","DOI":"10.1007\/978-3-642-44973-4_42"},{"issue":"2-3","key":"1171_CR47","doi-asserted-by":"crossref","first-page":"183","DOI":"10.3233\/AIC-2010-0465","volume":"23","author":"H Nabeshima","year":"2010","unstructured":"Nabeshima H, Iwanuma K, Inoue K, Ray O (2010) SOLAR: an automated deduction system for consequence finding. AI Commun 23(2-3):183\u2013203","journal-title":"AI Commun"},{"issue":"10","key":"1171_CR48","doi-asserted-by":"publisher","first-page":"1245","DOI":"10.1016\/j.artint.2008.02.001","volume":"172","author":"G Nordh","year":"2008","unstructured":"Nordh G, Zanuttini B (2008) What makes propositional abduction tractable. Artif Intell 172(10):1245\u20131284","journal-title":"Artif Intell"},{"doi-asserted-by":"crossref","unstructured":"Ovchinnikova E, Montazeri N, Alexandrov T, Hobbs JR, McCord MC, Mulkar-Mehta R (2014) Abductive reasoning with a large knowledge base for discourse processing. In: Computing meaning. Springer, pp 107\u2013127","key":"1171_CR49","DOI":"10.1007\/978-94-007-7284-7_7"},{"unstructured":"Pearl J (1989) Probabilistic reasoning in intelligent systems - networks of plausible inference. Morgan Kaufmann series in representation and reasoning Morgan Kaufmann","key":"1171_CR50"},{"unstructured":"Peischl B, Wotawa F (2003) Computing diagnosis efficiently: a fast theorem prover for propositional Horn theories. In: Proceedings of the 14th international workshop on principles of diagnosis, pp 175\u2013180","key":"1171_CR51"},{"key":"1171_CR52","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-8682-5","volume-title":"Abductive inference models for diagnostic problem-solving","author":"Y Peng","year":"1990","unstructured":"Peng Y, Reggia JA (1990) Abductive inference models for diagnostic problem-solving. Springer, Berlin"},{"issue":"1","key":"1171_CR53","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1016\/0004-3702(87)90062-2","volume":"32","author":"R Reiter","year":"1987","unstructured":"Reiter R (1987) A theory of diagnosis from first principles. Artif Intell 32(1):57\u201395","journal-title":"Artif Intell"},{"key":"1171_CR54","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1016\/S0065-2458(08)60520-3","volume":"15","author":"JR Rice","year":"1976","unstructured":"Rice JR (1976) The algorithm selection problem. Advan Comput 15:65\u2013118","journal-title":"Advan Comput"},{"unstructured":"Saikko P, Wallner JP, J\u00e4rvisalo M (2016) Implicit hitting set algorithms for reasoning beyond NP. In: Proceedings of the fifteenth international conference on principles of knowledge representation and reasoning. AAAI Press, pp 104\u2013113","key":"1171_CR55"},{"issue":"1-2","key":"1171_CR56","doi-asserted-by":"publisher","first-page":"159","DOI":"10.3233\/FI-2016-1446","volume":"149","author":"P Sch\u00fcller","year":"2016","unstructured":"Sch\u00fcller P (2016) Modeling variations of first-order Horn abduction in answer set programming. Fundamenta Informaticae 149(1-2):159\u2013207","journal-title":"Fundamenta Informaticae"},{"issue":"1","key":"1171_CR57","first-page":"6","volume":"41","author":"KA Smith-Miles","year":"2009","unstructured":"Smith-Miles KA (2009) Cross-disciplinary perspectives on meta-learning for algorithm selection. ACM Computing Surveys (CSUR) 41(1):6","journal-title":"ACM Computing Surveys (CSUR)"},{"issue":"4","key":"1171_CR58","doi-asserted-by":"publisher","first-page":"427","DOI":"10.1016\/j.ipm.2009.03.002","volume":"45","author":"M Sokolova","year":"2009","unstructured":"Sokolova M, Lapalme G (2009) A systematic analysis of performance measures for classification tasks. Inf Process Manag 45(4):427\u2013437","journal-title":"Inf Process Manag"},{"doi-asserted-by":"crossref","unstructured":"Wei W, Li CM, Zhang H (2008) Switching among non-weighting, clause weighting, and variable weighting in local search for SAT. In: Proceedings of the 14th international conference on principles and practice of constraint programming. Springer, Berlin, pp 313\u2013326","key":"1171_CR59","DOI":"10.1007\/978-3-540-85958-1_21"},{"issue":"6","key":"1171_CR60","doi-asserted-by":"publisher","first-page":"80","DOI":"10.2307\/3001968","volume":"1","author":"F Wilcoxon","year":"1945","unstructured":"Wilcoxon F (1945) Individual comparisons by ranking methods. Biom Bull 1(6):80\u201383","journal-title":"Biom Bull"},{"key":"1171_CR61","volume-title":"Data mining: practical machine learning tools and techniques","author":"IH Witten","year":"2011","unstructured":"Witten IH, Frank E, Hall MA (2011) Data mining: practical machine learning tools and techniques, 3rd edn. Morgan Kaufmann Publishers Inc., San Francisco","edition":"3rd edn"},{"unstructured":"Wotawa F (2014) Failure mode and effect analysis for abductive diagnosis. In: Proceedings of the international workshop on defeasible and ampliative reasoning, pp 1\u201313","key":"1171_CR62"},{"doi-asserted-by":"crossref","unstructured":"Xu L, Hoos HH, Leyton-Brown K (2010) Hydra: automatically configuring algorithms for portfolio-based selection. In: Proceedings of the twenty-fourth AAAI conference on artificial intelligence. AAAI Press, pp 210\u2013216","key":"1171_CR63","DOI":"10.1609\/aaai.v24i1.7565"},{"key":"1171_CR64","doi-asserted-by":"publisher","first-page":"565","DOI":"10.1613\/jair.2490","volume":"32","author":"L Xu","year":"2008","unstructured":"Xu L, Hutter F, Hoos HH, Leyton-Brown K (2008) SATZilla: portfolio-based algorithm selection for SAT. J Artif Intell Res 32:565\u2013606","journal-title":"J Artif Intell Res"}],"container-title":["Applied Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10489-018-1171-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-018-1171-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-018-1171-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,4]],"date-time":"2025-07-04T12:08:32Z","timestamp":1751630912000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10489-018-1171-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,5,10]]},"references-count":64,"journal-issue":{"issue":"11","published-print":{"date-parts":[[2018,11]]}},"alternative-id":["1171"],"URL":"https:\/\/doi.org\/10.1007\/s10489-018-1171-9","relation":{},"ISSN":["0924-669X","1573-7497"],"issn-type":[{"type":"print","value":"0924-669X"},{"type":"electronic","value":"1573-7497"}],"subject":[],"published":{"date-parts":[[2018,5,10]]},"assertion":[{"value":"10 May 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}