{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,19]],"date-time":"2024-09-19T15:50:46Z","timestamp":1726761046153},"reference-count":23,"publisher":"Springer Science and Business Media LLC","issue":"S5","license":[{"start":{"date-parts":[[2018,4,1]],"date-time":"2018-04-01T00:00:00Z","timestamp":1522540800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["BMC Bioinformatics"],"published-print":{"date-parts":[[2018,4]]},"DOI":"10.1186\/s12859-018-2097-2","type":"journal-article","created":{"date-parts":[[2018,4,11]],"date-time":"2018-04-11T10:28:05Z","timestamp":1523442485000},"update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Effective norm emergence in cell systems under limited communication"],"prefix":"10.1186","volume":"19","author":[{"given":"Xiaotian","family":"Hao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianye","family":"Hao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Li","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hanxu","family":"Hou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,4,11]]},"reference":[{"issue":"21","key":"2097_CR1","doi-asserted-by":"publisher","first-page":"3101","DOI":"10.1093\/bioinformatics\/btu498","volume":"30","author":"S Kang","year":"2014","unstructured":"Kang S, Kahan S, Mcdermott J, Flann N, Shmulevich I. Biocellion: accelerating computer simulation of multicellular biological system models. Bioinformatics. 2014; 30(21):3101\u20138.","journal-title":"Bioinformatics"},{"key":"2097_CR2","doi-asserted-by":"publisher","first-page":"30024","DOI":"10.1038\/srep30024","volume":"6","author":"L Cheng","year":"2016","unstructured":"Cheng L, Jiang Y, Wang Z, Shi H, Sun J, Yang H, Zhang S, Hu Y, Zhou M. Dissim: an online system for exploring significant similar diseases and exhibiting potential therapeutic drugs. Sci Rep. 2016; 6:30024.","journal-title":"Sci Rep"},{"key":"2097_CR3","doi-asserted-by":"publisher","first-page":"34820","DOI":"10.1038\/srep34820","volume":"6","author":"L Cheng","year":"2016","unstructured":"Cheng L, Sun J, Xu W, Dong L, Hu Y, Zhou M. OAHG: an integrated resource for annotating human genes with multi-level ontologies. Sci Rep. 2016; 6:34820.","journal-title":"Sci Rep"},{"issue":"1","key":"2097_CR4","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1186\/s13326-017-0140-2","volume":"8","author":"Y Hu","year":"2017","unstructured":"Hu Y, Zhao L, Liu Z, Ju H, Shi H, Xu P, Wang Y, Cheng L. Dissetsim: an online system for calculating similarity between disease sets. J Biomed Semant. 2017; 8(1):28.","journal-title":"J Biomed Semant"},{"issue":"5","key":"2097_CR5","first-page":"71","volume":"10","author":"Y Hu","year":"2017","unstructured":"Hu Y, Zhou M, Shi H, Ju H, Jiang Q, Cheng L. Measuring disease similarity and predicting disease-related ncrnas by a novel method. BMC Med Genet. 2017; 10(5):71.","journal-title":"BMC Med Genet"},{"key":"2097_CR6","doi-asserted-by":"publisher","first-page":"104","DOI":"10.1016\/j.ymeth.2017.07.024","volume":"131","author":"J Peng","year":"2017","unstructured":"Peng J, Lu J, Shang X, Chen J. Identifying consistent disease subnetworks using dnet. Methods. 2017; 131:104\u201310.","journal-title":"Methods"},{"issue":"16","key":"2097_CR7","doi-asserted-by":"publisher","first-page":"573","DOI":"10.1186\/s12859-017-1959-3","volume":"18","author":"J Peng","year":"2017","unstructured":"Peng J, Wang H, Lu J, Hui W, Wang Y, Shang X. Identifying term relations cross different gene ontology categories. BMC Bioinformatics. 2017; 18(16):573.","journal-title":"BMC Bioinformatics"},{"issue":"2","key":"2097_CR8","doi-asserted-by":"publisher","first-page":"173","DOI":"10.1504\/IJDMB.2017.084268","volume":"17","author":"J Peng","year":"2017","unstructured":"Peng J, Xue H, Shao Y, Shang X, Wang Y, Chen J. A novel method to measure the semantic similarity of hpo terms. Int J Data Min Bioinforma. 2017; 17(2):173\u201388.","journal-title":"Int J Data Min Bioinforma"},{"key":"2097_CR9","doi-asserted-by":"crossref","unstructured":"Peng J, Zhang X, Hui W, Lu J, Li Q, Shang X. Improving the measurement of semantic similarity by combining gene ontology and co-functional network: a random walk based approach. BMC Syst Biol. 2018;12(Suppl2).","DOI":"10.1186\/s12918-018-0539-0"},{"issue":"2","key":"2097_CR10","first-page":"79","volume":"19","author":"K. P Sycara","year":"1998","unstructured":"Sycara K. P. Multiagent systems. AI Mag. 1998; 19(2):79.","journal-title":"AI Mag"},{"key":"2097_CR11","volume-title":"An Introduction to Multiagent Systems.","author":"M Wooldridge","year":"2009","unstructured":"Wooldridge M. An Introduction to Multiagent Systems.Chichester: Wiley; 2009."},{"issue":"1","key":"2097_CR12","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1186\/2041-1480-5-3","volume":"5","author":"M Torii","year":"2014","unstructured":"Torii M, Wagholikar K, Liu H. Detecting concept mentions in biomedical text using hidden markov model: multiple concept types at once or one at a time?J Biomed Semant. 2014; 5(1):3.","journal-title":"J Biomed Semant"},{"key":"2097_CR13","unstructured":"Sen S. Emergence of norms through social learning. In: International Joint Conference on Artifical Intelligence: 2007. p. 1507\u201312."},{"issue":"5","key":"2097_CR14","doi-asserted-by":"publisher","first-page":"779","DOI":"10.1007\/s10458-013-9237-x","volume":"28","author":"S Airiau","year":"2014","unstructured":"Airiau S, Sen S, Villatoro D. Emergence of conventions through social learning. Auton Agent Multi-Agent Syst. 2014; 28(5):779\u2013804.","journal-title":"Auton Agent Multi-Agent Syst"},{"key":"2097_CR15","doi-asserted-by":"crossref","unstructured":"Yu C, Lv H, Ren F, Bao H, Hao J. Hierarchical learning for emergence of social norms in networked multiagent systems. In: Australasian Joint Conference on Artificial Intelligence. Springer: 2015. p. 630\u201343.","DOI":"10.1007\/978-3-319-26350-2_56"},{"key":"2097_CR16","unstructured":"Jianye H, Sun J, Huang D, Cai Y, Yu C. Heuristic collective learning for efficient and robust emergence of social norms. In: Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems: 2015. p. 1647\u20138. International Foundation for Autonomous Agents and Multiagent Systems."},{"issue":"4","key":"2097_CR17","first-page":"20","volume":"9","author":"J Hao","year":"2015","unstructured":"Hao J, Leung H. -F, Ming Z. Multiagent reinforcement social learning toward coordination in cooperative multiagent systems. ACM Trans Auton Adapt Syst (TAAS). 2015; 9(4):20.","journal-title":"ACM Trans Auton Adapt Syst (TAAS)"},{"key":"2097_CR18","unstructured":"Yang T, Meng Z, Hao J, Sen S, Yu C. Accelerating norm emergence through hierarchical heuristic learning. In: European Conference on Artificial Intelligence: 2016."},{"key":"2097_CR19","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1016\/j.engappai.2016.11.008","volume":"58","author":"J Hao","year":"2017","unstructured":"Hao J, Huang D, Cai Y, Leung Hf. The dynamics of reinforcement social learning in networked cooperative multiagent systems. Eng Appl Artif Intell. 2017; 58:111\u201322.","journal-title":"Eng Appl Artif Intell"},{"issue":"4","key":"2097_CR20","first-page":"23","volume":"12","author":"J Hao","year":"2017","unstructured":"Hao J, Sun J, Chen G, Wang Z, Yu C, Ming Z. Efficient and robust emergence of norms through heuristic collective learning. ACM Trans Auton Adapt Syst (TAAS). 2017; 12(4):23.","journal-title":"ACM Trans Auton Adapt Syst (TAAS)"},{"issue":"1","key":"2097_CR21","first-page":"1789","volume":"7","author":"J. R Kok","year":"2006","unstructured":"Kok J. R, Vlassis N. Collaborative multiagent reinforcement learning by payoff propagation. J Mach Learn Res. 2006; 7(1):1789\u2013828.","journal-title":"J Mach Learn Res"},{"issue":"5","key":"2097_CR22","doi-asserted-by":"publisher","first-page":"666","DOI":"10.1016\/j.jpdc.2012.02.002","volume":"72","author":"J Li","year":"2012","unstructured":"Li J, Qiu M, Ming Z, Quan G, Qin X, Gu Z. Online optimization for scheduling preemptable tasks on iaas cloud systems. J Parallel Distrib Comput. 2012; 72(5):666\u201377.","journal-title":"J Parallel Distrib Comput"},{"key":"2097_CR23","unstructured":"Guestrin C, Lagoudakis MG, Parr R. Coordinated reinforcement learning. In: Nineteenth International Conference on Machine Learning.2002. p. 227\u201334."}],"container-title":["BMC Bioinformatics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s12859-018-2097-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1186\/s12859-018-2097-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s12859-018-2097-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,15]],"date-time":"2019-10-15T02:49:50Z","timestamp":1571107790000},"score":1,"resource":{"primary":{"URL":"https:\/\/bmcbioinformatics.biomedcentral.com\/articles\/10.1186\/s12859-018-2097-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,4]]},"references-count":23,"journal-issue":{"issue":"S5","published-print":{"date-parts":[[2018,4]]}},"alternative-id":["2097"],"URL":"https:\/\/doi.org\/10.1186\/s12859-018-2097-2","relation":{},"ISSN":["1471-2105"],"issn-type":[{"value":"1471-2105","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,4]]},"assertion":[{"value":"11 April 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"Not applicable.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics approval and consent to participate"}},{"value":"Not applicable.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent for publication"}},{"value":"The authors declare that they have no competing interests.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}},{"value":"Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Publisher\u2019s Note"}}],"article-number":"119"}}