{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T17:52:31Z","timestamp":1768413151835,"version":"3.49.0"},"reference-count":42,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2024,3,25]],"date-time":"2024-03-25T00:00:00Z","timestamp":1711324800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,3,25]],"date-time":"2024-03-25T00:00:00Z","timestamp":1711324800000},"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":["J Syst Sci Complex"],"published-print":{"date-parts":[[2024,4]]},"DOI":"10.1007\/s11424-024-1450-y","type":"journal-article","created":{"date-parts":[[2024,3,25]],"date-time":"2024-03-25T18:02:15Z","timestamp":1711389735000},"page":"647-667","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Understanding Human and Machine Interaction from Decision Perspective: An Empirical Study Based on the Game of Go"],"prefix":"10.1007","volume":"37","author":[{"given":"Ping","family":"Zhao","sequence":"first","affiliation":[]},{"given":"Xuerong","family":"Li","sequence":"additional","affiliation":[]},{"given":"Shouyang","family":"Wang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,3,25]]},"reference":[{"key":"1450_CR1","doi-asserted-by":"publisher","unstructured":"Pedersen T, Johansen C, and Josang A, Behavioural computer science: An agenda for combining modelling of human and system behaviours, Human-Centric Computing and Information Sciences, 2018, 8(7), DOI: https:\/\/doi.org\/10.1186\/s13673-018-0130-0.","DOI":"10.1186\/s13673-018-0130-0"},{"issue":"7753","key":"1450_CR2","doi-asserted-by":"publisher","first-page":"477","DOI":"10.1038\/s41586-019-1138-y","volume":"568","author":"I Rahwan","year":"2019","unstructured":"Rahwan I, Cebrian M, Obradovich N, et al., Machine behaviour, Nature, 2019, 568(7753): 477\u2013486.","journal-title":"Nature"},{"issue":"1","key":"1450_CR3","doi-asserted-by":"publisher","first-page":"101963","DOI":"10.1016\/j.isci.2020.101963","volume":"24","author":"T Whiting","year":"2021","unstructured":"Whiting T, Gautam A, Tye J, et al., Confronting barriers to human-robot cooperation: Balancing efficiency and risk in machine behavior, iScience, 2021, 24(1): 101963.","journal-title":"iScience"},{"issue":"11","key":"1450_CR4","doi-asserted-by":"publisher","first-page":"482","DOI":"10.1016\/j.tics.2007.08.011","volume":"11","author":"G S Berns","year":"2007","unstructured":"Berns G S, Laibson D, and Loewenstein G, Intertemporal choice \u2014 Toward an integrative framework, Trends in Cognitive Sciences, 2007, 11(11): 482\u2013488.","journal-title":"Trends in Cognitive Sciences"},{"issue":"3","key":"1450_CR5","doi-asserted-by":"publisher","first-page":"284","DOI":"10.1016\/j.pneurobio.2007.11.004","volume":"84","author":"T Kalenscher","year":"2008","unstructured":"Kalenscher T and Pennartz C M A, Is a bird in the hand worth two in the future? The neuroeconomics of intertemporal decision-making, Progress in Neurobiology, 2008, 84(3): 284\u2013315.","journal-title":"Progress in Neurobiology"},{"issue":"2","key":"1450_CR6","doi-asserted-by":"publisher","first-page":"351","DOI":"10.1257\/jel.40.2.351","volume":"40","author":"S Frederick","year":"2002","unstructured":"Frederick S, Loewenstein G, and O\u2019Donoghue T, Time discounting and time preference: A critical review, Journal of Economic Literature, 2002, 40(2): 351\u2013401.","journal-title":"Journal of Economic Literature"},{"issue":"2","key":"1450_CR7","doi-asserted-by":"publisher","first-page":"155","DOI":"10.2307\/2967612","volume":"4","author":"P Samuelson","year":"1937","unstructured":"Samuelson P, A note on measurement of utility, Review of Economic Studies, 1937, 4(2): 155\u2013161.","journal-title":"Review of Economic Studies"},{"key":"1450_CR8","doi-asserted-by":"publisher","first-page":"573","DOI":"10.2307\/2118482","volume":"107","author":"G Loewenstein","year":"1992","unstructured":"Loewenstein G and Prelec D, Anomalies in intertemporal choice \u2014 Evidence and an interpretation, Quarterly Journal of Economics, 1992, 107: 573\u2013597.","journal-title":"Quarterly Journal of Economics"},{"issue":"1","key":"1450_CR9","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1016\/j.joep.2009.11.006","volume":"31","author":"H Walther","year":"2010","unstructured":"Walther H, Anomalies in intertemporal choice, time-dependent uncertainty and expected utility \u2014 A common approach, Journal of Economic Psychology, 2010, 31(1): 114\u2013130.","journal-title":"Journal of Economic Psychology"},{"issue":"4","key":"1450_CR10","first-page":"1133","volume":"121","author":"B Koszegi","year":"2006","unstructured":"Koszegi B and Rabin M, A model of reference-dependent preferences, Quarterly Journal of Economics, 2006, 121(4): 1133\u20131165.","journal-title":"Quarterly Journal of Economics"},{"issue":"3","key":"1450_CR11","doi-asserted-by":"publisher","first-page":"602","DOI":"10.1037\/a0016414","volume":"116","author":"P R Killeen","year":"2009","unstructured":"Killeen P R, An additive-utility model of delay discounting, Psychological Review, 2009, 116(3): 602\u2013619.","journal-title":"Psychological Review"},{"issue":"3","key":"1450_CR12","doi-asserted-by":"publisher","first-page":"729","DOI":"10.1287\/mnsc.2015.2362","volume":"63","author":"M Baucells","year":"2017","unstructured":"Baucells M and Bellezza S, Temporal profiles of instant utility during anticipation, event, and recall, Management Science, 2017, 63(3): 729\u2013748.","journal-title":"Management Science"},{"issue":"7","key":"1450_CR13","doi-asserted-by":"publisher","first-page":"545","DOI":"10.1038\/nrn2357","volume":"9","author":"A Rangel","year":"2008","unstructured":"Rangel A, Camerer C, and Montague P R, Neuroeconomics: The neurobiology of value-based decision-making, Nature Reviews Neuroscience, 2008, 9(7): 545\u2013556.","journal-title":"Nature Reviews Neuroscience"},{"issue":"31","key":"1450_CR14","doi-asserted-by":"publisher","first-page":"10686","DOI":"10.1523\/JNEUROSCI.0727-12.2012","volume":"32","author":"S Gluth","year":"2012","unstructured":"Gluth S, Rieskamp J, and Christian B, Deciding when to decide: Time-variant sequential sampling models explain the emergence of value-based decisions in the human brain, Journal of Neuroscience, 2012, 32(31): 10686\u201310698.","journal-title":"Journal of Neuroscience"},{"issue":"2","key":"1450_CR15","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1257\/jel.20191074","volume":"58","author":"J D Cohen","year":"2020","unstructured":"Cohen J D, Ericson K M M, Laibson D, et al., Measuring time preferences, Journal of Economic Literature, 2020, 58(2): 299\u2013347.","journal-title":"Journal of Economic Literature"},{"key":"1450_CR16","doi-asserted-by":"publisher","first-page":"499","DOI":"10.1146\/annurev.ecolsys.36.113004.083814","volume":"36","author":"J R Stevens","year":"2005","unstructured":"Stevens J R, Cushman F A, and Hauser M D, Evolving the psychological mechanisms for cooperation, Annual Review of Ecology Evolution and Systematics, 2005, 36: 499\u2013518.","journal-title":"Annual Review of Ecology Evolution and Systematics"},{"issue":"1","key":"1450_CR17","doi-asserted-by":"publisher","first-page":"192","DOI":"10.1016\/j.ejor.2004.06.024","volume":"170","author":"S Samaddar","year":"2006","unstructured":"Samaddar S and Kadiyala S S, An analysis of interorganizational resource sharing decisions in collaborative knowledge creation, European Journal of Operational Research, 2006, 170(1): 192\u2013210.","journal-title":"European Journal of Operational Research"},{"issue":"3","key":"1450_CR18","doi-asserted-by":"publisher","first-page":"821","DOI":"10.1016\/j.ejor.2008.01.021","volume":"194","author":"G S Cai","year":"2009","unstructured":"Cai G S and Kock N, An evolutionary game theoretic perspective on e-collaboration: The collaboration effort and media relativeness, European Journal of Operational Research, 2009, 194(3): 821\u2013833.","journal-title":"European Journal of Operational Research"},{"issue":"1","key":"1450_CR19","doi-asserted-by":"publisher","first-page":"255","DOI":"10.1016\/j.ejor.2009.05.006","volume":"202","author":"C Fuentes-Albero","year":"2010","unstructured":"Fuentes-Albero C and Rubio S J, Can international environmental cooperation be bought? European Journal of Operational Research, 2010, 202(1): 255\u2013264.","journal-title":"European Journal of Operational Research"},{"issue":"2","key":"1450_CR20","doi-asserted-by":"publisher","first-page":"444","DOI":"10.1016\/j.ejor.2013.02.034","volume":"229","author":"S Lozano","year":"2013","unstructured":"Lozano S, Moreno P, Adenso-Diaz B, et al., Cooperative game theory approach to allocating benefits of horizontal cooperation, European Journal of Operational Research, 2013, 229(2): 444\u2013452.","journal-title":"European Journal of Operational Research"},{"issue":"1","key":"1450_CR21","first-page":"633","volume":"7","author":"W H Jung","year":"2013","unstructured":"Jung W H, Kim S N, Lee T Y, et al., Exploring the brains of baduk (go) experts: Gray matter morphometry, resting-state functional connectivity, and graph theoretical analysis, Frontiers in Human Neuroscience, 2013, 7(1): 633.","journal-title":"Frontiers in Human Neuroscience"},{"issue":"5","key":"1450_CR22","doi-asserted-by":"publisher","first-page":"351","DOI":"10.1016\/j.evolhumbehav.2014.04.001","volume":"35","author":"B A Beheim","year":"2014","unstructured":"Beheim B A, Thigpen C, and Mcelreath R, Strategic social learning and the population dynamics of human behavior: The game of Go, Evolution and Human Behavior, 2014, 35(5): 351\u2013357.","journal-title":"Evolution and Human Behavior"},{"issue":"3","key":"1450_CR23","doi-asserted-by":"publisher","first-page":"853","DOI":"10.1152\/physrev.00023.2014","volume":"95","author":"W Schultz","year":"2015","unstructured":"Schultz W, Neuronal reward and decision signals: From theories to data, Physiological Reviews, 2015, 95(3): 853\u2013951.","journal-title":"Physiological Reviews"},{"key":"1450_CR24","first-page":"30","volume":"8","author":"D Elaine","year":"2014","unstructured":"Elaine D, Bland A R, Alexandre S, et al., Differential effects of reward and punishment in decision making under uncertainty: A computational study, Frontiers in Human Neuroscience, 2014, 8: 30.","journal-title":"Frontiers in Human Neuroscience"},{"key":"1450_CR25","doi-asserted-by":"publisher","first-page":"159","DOI":"10.1016\/j.trc.2018.01.017","volume":"88","author":"M Zimmermann","year":"2018","unstructured":"Zimmermann M, Schopf D, Lutteken N, et al., Carrot and stick: A game-theoretic approach to motivate cooperative driving through social interaction, Transportation Research Part C-Emerging Technologies, 2018, 88: 159\u2013175.","journal-title":"Transportation Research Part C-Emerging Technologies"},{"key":"1450_CR26","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511622762","volume-title":"Spectral Analysis for Physical Applications","author":"D B Percival","year":"1993","unstructured":"Percival D B and Walden A T, Spectral Analysis for Physical Applications, Cambridge University Press, Cambridge, 1993."},{"issue":"9","key":"1450_CR27","doi-asserted-by":"publisher","first-page":"1055","DOI":"10.1109\/PROC.1982.12433","volume":"70","author":"D J Thomson","year":"1982","unstructured":"Thomson D J, Spectrum estimation and harmonic analysis, Proceedings of the IEEE, 1982, 70(9): 1055\u20131096.","journal-title":"Proceedings of the IEEE"},{"key":"1450_CR28","series-title":"Doctoral dissertation","volume-title":"Applications of multitaper spectral analysis to nonstationary data","author":"K J Rahim","year":"2014","unstructured":"Rahim K J, Applications of multitaper spectral analysis to nonstationary data, Doctoral dissertation, Queen\u2019s University, Kingston, Ontario, 2014."},{"issue":"1","key":"1450_CR29","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1029\/2000RG000092","volume":"40","author":"M Ghil","year":"2002","unstructured":"Ghil M, Allen M R, Dettinger M D, et al., Advanced spectral methods for climatic time series, Reviews of Geophysics, 2002, 40(1): 1\u201341.","journal-title":"Reviews of Geophysics"},{"issue":"2","key":"1450_CR30","doi-asserted-by":"publisher","first-page":"691","DOI":"10.1016\/S0006-3495(99)77236-X","volume":"76","author":"P P Mitra","year":"1999","unstructured":"Mitra P P and Pesaran B, Analysis of dynamic brain imaging data, Biophysical Journal, 1999, 76(2): 691\u2013708.","journal-title":"Biophysical Journal"},{"issue":"1","key":"1450_CR31","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1152\/physiol.00062.2015","volume":"32","author":"M J Prerau","year":"2017","unstructured":"Prerau M J, Brown R F, Bianchi M T, et al., Sleep neurophysiological dynamics through the lens of multitaper spectral analysis, Physiology, 2017, 32(1): 60\u201392.","journal-title":"Physiology"},{"key":"1450_CR32","volume-title":"Spectral Analysis and Its Applications","author":"G M Jenkins","year":"1968","unstructured":"Jenkins G M and Watts D G, Spectral Analysis and Its Applications, Holden-Day, San Francisco, 1968."},{"key":"1450_CR33","doi-asserted-by":"publisher","first-page":"379","DOI":"10.1016\/j.eneco.2015.02.014","volume":"50","author":"C P Chang","year":"2015","unstructured":"Chang C P and Lee C C, Do oil spot and futures prices move together? Energy Economics, 2015, 50: 379\u2013390.","journal-title":"Energy Economics"},{"key":"1450_CR34","doi-asserted-by":"publisher","first-page":"489","DOI":"10.1016\/j.physa.2018.08.102","volume":"512","author":"Q Sun","year":"2018","unstructured":"Sun Q and Xu W D, Wavelet analysis of the co-movement and lead-lag effect among multi-markets, Physica A, 2018, 512: 489\u2013499.","journal-title":"Physica A"},{"issue":"5","key":"1450_CR35","doi-asserted-by":"publisher","first-page":"779","DOI":"10.1162\/REST_a_00419","volume":"96","author":"H Allcott","year":"2014","unstructured":"Allcott H and Wozny N, Gasoline prices, fuel economy, and the energy paradox, The Review of Economics and Statistics, 2014, 96(5): 779\u2013795.","journal-title":"The Review of Economics and Statistics"},{"issue":"9","key":"1450_CR36","doi-asserted-by":"publisher","first-page":"476","DOI":"10.1016\/j.tics.2012.07.009","volume":"16","author":"M P Paulus","year":"2012","unstructured":"Paulus M P and Yu A J, Emotion and decision-making: Affect-driven belief systems in anxiety and depression, Trends in Cognitive Sciences, 2012, 16(9): 476\u2013483.","journal-title":"Trends in Cognitive Sciences"},{"issue":"10","key":"1450_CR37","doi-asserted-by":"publisher","first-page":"1828","DOI":"10.1111\/risa.12732","volume":"37","author":"E Borgonovo","year":"2017","unstructured":"Borgonovo E and Cillo A, Deciding with thresholds: Importance measures and value of information, Risk Analysis, 2017, 37(10): 1828\u20131848.","journal-title":"Risk Analysis"},{"issue":"5","key":"1450_CR38","doi-asserted-by":"publisher","first-page":"1449","DOI":"10.1257\/000282803322655392","volume":"93","author":"D Kahneman","year":"2003","unstructured":"Kahneman D, Maps of bounded rationality: Psychology for behavioral economics, American Economic Review, 2003, 93(5): 1449\u20131475.","journal-title":"American Economic Review"},{"key":"1450_CR39","doi-asserted-by":"publisher","first-page":"201","DOI":"10.2307\/1412107","volume":"15","author":"C Spearman","year":"1904","unstructured":"Spearman C, General intelligence objectively determined and measured, American Journal of Psychology, 1904, 15: 201\u2013292.","journal-title":"American Journal of Psychology"},{"issue":"3","key":"1450_CR40","doi-asserted-by":"publisher","first-page":"1359","DOI":"10.1016\/j.neuroimage.2006.01.006","volume":"31","author":"R Colom","year":"2006","unstructured":"Colom R, Jung R E, and Haier R J, Distributed brain sites for the g-factor of intelligence, NeuroImage, 2006, 31(3): 1359\u20131365.","journal-title":"NeuroImage"},{"issue":"5","key":"1450_CR41","doi-asserted-by":"publisher","first-page":"487","DOI":"10.1016\/j.intell.2006.02.004","volume":"34","author":"B A Visser","year":"2006","unstructured":"Visser B A, Ashton M C, and Vernon P A, Beyond G: Putting multiple intelligences theory to the test, Intelligence, 2006, 34(5): 487\u2013502.","journal-title":"Intelligence"},{"issue":"7676","key":"1450_CR42","doi-asserted-by":"publisher","first-page":"354","DOI":"10.1038\/nature24270","volume":"550","author":"D Silver","year":"2017","unstructured":"Silver D, Schrittwieser J, Simonyan K, et al., Mastering the game of go without human knowledge, Nature, 2017, 550(7676): 354\u2013359.","journal-title":"Nature"}],"container-title":["Journal of Systems Science and Complexity"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11424-024-1450-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11424-024-1450-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11424-024-1450-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,25]],"date-time":"2024-03-25T18:16:41Z","timestamp":1711390601000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11424-024-1450-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,3,25]]},"references-count":42,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2024,4]]}},"alternative-id":["1450"],"URL":"https:\/\/doi.org\/10.1007\/s11424-024-1450-y","relation":{},"ISSN":["1009-6124","1559-7067"],"issn-type":[{"value":"1009-6124","type":"print"},{"value":"1559-7067","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,3,25]]},"assertion":[{"value":"11 November 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"21 March 2022","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"25 March 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The authors declare no conflict of interest.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of Interest"}}]}}