{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T02:33:54Z","timestamp":1743042834306,"version":"3.40.3"},"publisher-location":"Cham","reference-count":41,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783031115127"},{"type":"electronic","value":"9783031115134"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-031-11513-4_1","type":"book-chapter","created":{"date-parts":[[2022,7,17]],"date-time":"2022-07-17T02:02:17Z","timestamp":1658023337000},"page":"1-23","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Linked Data as\u00a0Medium for\u00a0Stigmergy-based Optimization and\u00a0Coordination"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3034-9345","authenticated-orcid":false,"given":"Torsten","family":"Spieldenner","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5260-9393","authenticated-orcid":false,"given":"Melvin","family":"Chelli","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,7,18]]},"reference":[{"issue":"7","key":"1_CR1","doi-asserted-by":"publisher","first-page":"2258","DOI":"10.1109\/TITS.2018.2817558","volume":"19","author":"AL Alfeo","year":"2018","unstructured":"Alfeo, A.L., Cimino, M.G., Egidi, S., Lepri, B., Vaglini, G.: A stigmergy-based analysis of city hotspots to discover trends and anomalies in urban transportation usage. IEEE Trans. Intell. Transp. Syst. 19(7), 2258\u20132267 (2018). https:\/\/doi.org\/10.1109\/TITS.2018.2817558","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"key":"1_CR2","series-title":"Lecture Notes in Business Information Processing","doi-asserted-by":"publisher","first-page":"44","DOI":"10.1007\/978-3-030-61750-9_3","volume-title":"Web Information Systems and Technologies","author":"A Antakli","year":"2020","unstructured":"Antakli, A., et al.: Optimized coordination and simulation for industrial human robot collaborations. In: Bozzon, A., Dom\u00ednguez Mayo, F.J., Filipe, J. (eds.) WEBIST 2019. LNBIP, vol. 399, pp. 44\u201368. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-61750-9_3"},{"issue":"4","key":"1_CR3","doi-asserted-by":"publisher","first-page":"607","DOI":"10.1287\/ijoc.1060.0205","volume":"19","author":"MG de la Banda","year":"2007","unstructured":"de la Banda, M.G., Stuckey, P.J.: Dynamic programming to minimize the maximum number of open stacks. INFORMS J. Comput. 19(4), 607\u2013617 (2007)","journal-title":"INFORMS J. Comput."},{"issue":"5","key":"1_CR4","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1038\/scientificamerican0501-34","volume":"284","author":"T Berners-Lee","year":"2001","unstructured":"Berners-Lee, T., Hendler, J., Lassila, O., et al.: The semantic web. Sci. Am. 284(5), 28\u201337 (2001)","journal-title":"Sci. Am."},{"key":"1_CR5","unstructured":"Binitha, S., Sathya, S.S.: A survey of bio inspired optimization algorithms. Int. J. Soft Comput. Eng. (IJSCE) 2(2), 137\u2013151 (2012). http:\/\/citeseerx.ist.psu.edu\/viewdoc\/download?doi=10.1.1.458.811 &rep=rep1 &type=pdf"},{"key":"1_CR6","doi-asserted-by":"crossref","unstructured":"Bizer, C., Heath, T., Idehen, K., Berners-Lee, T.: Linked data on the web (ldow2008). In: Proceedings of the 17th International Conference on World Wide Web, pp. 1265\u20131266 (2008)","DOI":"10.1145\/1367497.1367760"},{"issue":"1","key":"1_CR7","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1007\/bfb0053944","volume":"1437","author":"E Bonabeau","year":"1998","unstructured":"Bonabeau, E., Henaux, F., Gu\u00e9rin, S., Snyers, D., Kuntz, P., Theraulaz, G.: Routing in telecommunications networks with ant-like agents. Lect. Notes Comput. Sci. (including subseries Lect. Notes Artif. Intell. Lect. Notes Bioinform.) 1437(1), 60\u201371 (1998). https:\/\/doi.org\/10.1007\/bfb0053944","journal-title":"Lect. Notes Comput. Sci. (including subseries Lect. Notes Artif. Intell. Lect. Notes Bioinform.)"},{"issue":"1","key":"1_CR8","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1109\/MPRV.2020.3035837","volume":"20","author":"V Charpenay","year":"2020","unstructured":"Charpenay, V., et al.: Mosaik: a formal model for self-organizing manufacturing systems. IEEE Pervasive Comput. 20(1), 9\u201318 (2020)","journal-title":"IEEE Pervasive Comput."},{"key":"1_CR9","doi-asserted-by":"publisher","unstructured":"Chiong, R.: Nature-Inspired Algorithms for Optimisation, vol. 193. Springer, Berlin (2009). https:\/\/doi.org\/10.1007\/978-3-642-00267-0","DOI":"10.1007\/978-3-642-00267-0"},{"issue":"4","key":"1_CR10","doi-asserted-by":"publisher","first-page":"932","DOI":"10.1109\/TRO.2017.2693377","volume":"33","author":"S Chopra","year":"2017","unstructured":"Chopra, S., Notarstefano, G., Rice, M., Egerstedt, M.: A distributed version of the Hungarian method for multirobot assignment. IEEE Trans. Robot. 33(4), 932\u2013947 (2017). https:\/\/doi.org\/10.1109\/TRO.2017.2693377","journal-title":"IEEE Trans. Robot."},{"key":"1_CR11","series-title":"IFIP Advances in Information and Communication Technology","doi-asserted-by":"publisher","first-page":"283","DOI":"10.1007\/978-0-387-35082-0_21","volume-title":"Formal Methods for Open Object-based Distributed Systems","author":"P Ciancarini","year":"1997","unstructured":"Ciancarini, P., Gorrieri, R., Zavattaro, G.: Towards a calculus for generative communication. In: Najm, E., Stefani, J.-B. (eds.) Formal Methods for Open Object-based Distributed Systems. IAICT, pp. 283\u2013297. Springer, Boston (1997). https:\/\/doi.org\/10.1007\/978-0-387-35082-0_21"},{"issue":"3","key":"1_CR12","doi-asserted-by":"publisher","first-page":"237","DOI":"10.1023\/B:AGNT.0000018807.12771.60","volume":"8","author":"VA Cicirello","year":"2004","unstructured":"Cicirello, V.A., Smith, S.F.: Wasp-like agents for distributed factory coordination. Auton. Agent. Multi-Agent Syst. 8(3), 237\u2013266 (2004). https:\/\/doi.org\/10.1023\/B:AGNT.0000018807.12771.60","journal-title":"Auton. Agent. Multi-Agent Syst."},{"key":"1_CR13","doi-asserted-by":"publisher","first-page":"102345","DOI":"10.1016\/j.scico.2019.102345","volume":"187","author":"R De Nicola","year":"2020","unstructured":"De Nicola, R., Di Stefano, L., Inverso, O.: Multi-agent systems with virtual stigmergy. Sci. Comput. Program. 187, 102345 (2020). https:\/\/doi.org\/10.1016\/j.scico.2019.102345","journal-title":"Sci. Comput. Program."},{"key":"1_CR14","doi-asserted-by":"crossref","unstructured":"Dipple, A., Raymond, K., Docherty, M.: Stigmergy within web modelling languages : positive feedback mechanisms. eprints.qut.edu.au (2013)","DOI":"10.1145\/2380718.2380731"},{"key":"1_CR15","doi-asserted-by":"publisher","unstructured":"Dipple, A., Raymond, K., Docherty, M.: General theory of stigmergy: modelling stigma semantics. Elsevier (2014). https:\/\/doi.org\/10.1016\/j.cogsys.2014.02.002","DOI":"10.1016\/j.cogsys.2014.02.002"},{"key":"1_CR16","doi-asserted-by":"crossref","unstructured":"Dipple, A.C.: Standing on the shoulders of ants: stigmergy in the web. In: Proceedings of the 20th international conference companion on World Wide Web, pp. 355\u2013360 (2011)","DOI":"10.1145\/1963192.1963343"},{"issue":"2\u20133","key":"1_CR17","doi-asserted-by":"publisher","first-page":"243","DOI":"10.1016\/j.tcs.2005.05.020","volume":"344","author":"M Dorigo","year":"2005","unstructured":"Dorigo, M., Blum, C.: Ant colony optimization theory: a survey. Theoret. Comput. Sci. 344(2\u20133), 243\u2013278 (2005)","journal-title":"Theoret. Comput. Sci."},{"key":"1_CR18","unstructured":"Fielding, R.T., Taylor, R.N.: Architectural styles and the design of network-based software architectures, vol. 7. University of California, Irvine Irvine (2000)"},{"issue":"1","key":"1_CR19","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1145\/2363.2433","volume":"7","author":"D Gelernter","year":"1985","unstructured":"Gelernter, D.: Generative communication in linda. ACM Trans. Program. Lang. Syst. (TOPLAS) 7(1), 80\u2013112 (1985)","journal-title":"ACM Trans. Program. Lang. Syst. (TOPLAS)"},{"key":"1_CR20","doi-asserted-by":"publisher","first-page":"619","DOI":"10.1016\/j.artint.2008.10.012","volume":"173","author":"AE Gerevini","year":"2009","unstructured":"Gerevini, A.E., Haslum, P., Long, D., Saetti, A., Dimopoulos, Y.: Deterministic planning in the fifth international planning competition: PDDL3 and experimental evaluation of the planners. Artif. Intell. 173, 619\u2013668 (2009). https:\/\/doi.org\/10.1016\/j.artint.2008.10.012","journal-title":"Artif. Intell."},{"key":"1_CR21","unstructured":"Heylighen, F.: Mediator evolution: a general scenario for the origin of dynamical hierarchies. Worldviews Sci. Us. (Singapore: World Sci.) 44, 45\u201348 (2006)"},{"key":"1_CR22","doi-asserted-by":"crossref","unstructured":"Heylighen, F.: Stigmergy as a universal coordination mechanism: components, varieties and applications. Human Stigmergy: Theoretical Developments and New Applications; Springer, New York (2015)","DOI":"10.1016\/j.cogsys.2015.12.007"},{"issue":"2","key":"1_CR23","doi-asserted-by":"publisher","first-page":"296","DOI":"10.1109\/JSYST.2011.2167820","volume":"6","author":"A Jevti\u0107","year":"2012","unstructured":"Jevti\u0107, A., Gutierrez, \u00c1., Andina, D., Jamshidi, M.: Distributed bees algorithm for task allocation in swarm of robots. IEEE Syst. J. 6(2), 296\u2013304 (2012). https:\/\/doi.org\/10.1109\/JSYST.2011.2167820","journal-title":"IEEE Syst. J."},{"issue":"2","key":"1_CR24","doi-asserted-by":"publisher","first-page":"228","DOI":"10.2197\/ipsjjip.22.228","volume":"22","author":"R Kanamori","year":"2014","unstructured":"Kanamori, R., Takahashi, J., Ito, T.: Evaluation of traffic management strategies with anticipatory stigmergy. J. Inf. Process. 22(2), 228\u2013234 (2014). https:\/\/doi.org\/10.2197\/ipsjjip.22.228","journal-title":"J. Inf. Process."},{"key":"1_CR25","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2010.05.002","author":"P Koro\u0161ec","year":"2012","unstructured":"Koro\u0161ec, P., \u0160ilc, J., Filipi\u010d, B.: The differential ant-stigmergy algorithm. Inf. Sci. (2012). https:\/\/doi.org\/10.1016\/j.ins.2010.05.002","journal-title":"Inf. Sci."},{"issue":"6799","key":"1_CR26","doi-asserted-by":"publisher","first-page":"992","DOI":"10.1038\/35023164","volume":"406","author":"MJ Krieger","year":"2000","unstructured":"Krieger, M.J., Billeter, J.B., Keller, L.: Ant-like task allocation and recruitment in cooperative robots. Nature 406(6799), 992\u2013995 (2000). https:\/\/doi.org\/10.1038\/35023164","journal-title":"Nature"},{"issue":"4","key":"1_CR27","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1007\/s12599-014-0334-4","volume":"6","author":"H Lasi","year":"2014","unstructured":"Lasi, H., Fettke, P., Kemper, H.-G., Feld, T., Hoffmann, M.: Industry 4.0. Bus. Inf. Syst. Eng. 6(4), 239\u2013242 (2014). https:\/\/doi.org\/10.1007\/s12599-014-0334-4","journal-title":"Bus. Inf. Syst. Eng."},{"key":"1_CR28","unstructured":"Lassila, O., Swick, R.R., et al.: Resource description framework (RDF) model and syntax specification (1998)"},{"issue":"12","key":"1_CR29","doi-asserted-by":"publisher","first-page":"1759","DOI":"10.1016\/S0305-0548(01)00054-5","volume":"29","author":"A Linhares","year":"2002","unstructured":"Linhares, A., Yanasse, H.H.: Connections between cutting-pattern sequencing, vlsi design, and flexible machines. Comput. Oper. Res. 29(12), 1759\u20131772 (2002)","journal-title":"Comput. Oper. Res."},{"key":"1_CR30","unstructured":"Lucchi, R., Millot, M., Elfers, C.: Resource oriented architecture and rest. European Communities, Assessment of impact and advantages on INSPIRE, Ispra (2008)"},{"issue":"2\u20133","key":"1_CR31","doi-asserted-by":"publisher","first-page":"255","DOI":"10.1023\/A:1022291921717","volume":"14","author":"MJ Matari\u0107","year":"2003","unstructured":"Matari\u0107, M.J., Sukhatme, G.S., \u00d8stergaard, E.H.: Multi-robot task allocation in uncertain environments. Autonom. Robot. 14(2\u20133), 255\u2013263 (2003)","journal-title":"Autonom. Robot."},{"key":"1_CR32","doi-asserted-by":"crossref","unstructured":"Mrugalska, B., Wyrwicka, M.K.: Towards lean production in industry 4.0. Procedia Eng. 182, 466\u2013473 (2017)","DOI":"10.1016\/j.proeng.2017.03.135"},{"key":"1_CR33","unstructured":"Nguyen, A.A.: Scalable, decentralized multi-agent reinforcement learning methods inspired by stigmergy and ant colonies, pp. 1\u201350 (2021). http:\/\/arxiv.org\/abs\/2105.03546"},{"issue":"3","key":"1_CR34","doi-asserted-by":"publisher","first-page":"323","DOI":"10.1007\/s10209-011-0240-1","volume":"11","author":"G Privat","year":"2012","unstructured":"Privat, G.: Phenotropic and stigmergic webs: the new reach of networks. Univ. Access Inf. Soc. 11(3), 323\u2013335 (2012). https:\/\/doi.org\/10.1007\/s10209-011-0240-1","journal-title":"Univ. Access Inf. Soc."},{"key":"1_CR35","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"124","DOI":"10.1007\/978-3-540-71103-2_7","volume-title":"Environments for Multi-Agent Systems III","author":"A Ricci","year":"2007","unstructured":"Ricci, A., Omicini, A., Viroli, M., Gardelli, L., Oliva, E.: Cognitive stigmergy: towards a framework based on agents and artifacts. In: Weyns, D., Parunak, H.V.D., Michel, F. (eds.) E4MAS 2006. LNCS (LNAI), vol. 4389, pp. 124\u2013140. Springer, Heidelberg (2007). https:\/\/doi.org\/10.1007\/978-3-540-71103-2_7"},{"key":"1_CR36","doi-asserted-by":"publisher","unstructured":"Schraudner, D., Charpenay, V.: An http\/rdf-based agent infrastructure for manufacturing using stigmergy (01), 197\u2013202 (2020). https:\/\/doi.org\/10.1007\/978-3-030-62327-2_34","DOI":"10.1007\/978-3-030-62327-2_34"},{"key":"1_CR37","doi-asserted-by":"publisher","unstructured":"Schubotz, R., Chelli, M., Spieldenner, T.: stigld: stigmergic coordination of linked data agents. In: Pan, L., Cui, Z., Cai, J., Li, L. (eds.) Bio-Inspired Computing: Theories and Applications. BIC-TA 2021. Communications in Computer and Information Science, vol. 1566, pp. 174\u2013190. Springer, Singapore. https:\/\/doi.org\/10.1007\/978-981-19-1253-5_13","DOI":"10.1007\/978-981-19-1253-5_13"},{"key":"1_CR38","doi-asserted-by":"publisher","unstructured":"Spieldenner., T., Chelli., M.: Linked data as stigmergic medium for decentralized coordination. In: Proceedings of the 16th International Conference on Software Technologies - ICSOFT, pp. 347\u2013357. INSTICC, SciTePress (2021). https:\/\/doi.org\/10.5220\/0010518003470357","DOI":"10.5220\/0010518003470357"},{"key":"1_CR39","doi-asserted-by":"publisher","first-page":"105792","DOI":"10.1016\/j.dib.2020.105792","volume":"31","author":"A Tzanetos","year":"2020","unstructured":"Tzanetos, A., Fister, I., Jr., Dounias, G.: A comprehensive database of nature-inspired algorithms. Data Brief 31, 105792 (2020)","journal-title":"Data Brief"},{"key":"1_CR40","doi-asserted-by":"publisher","unstructured":"Valckenaers, P., Hadeli, Germain, B.S., Verstraete, P., Van Brussel, H.: Mas coordination and control based on stigmergy. Comput. Ind. 58(7), 621\u2013629 (2007). https:\/\/doi.org\/10.1016\/j.compind.2007.05.003","DOI":"10.1016\/j.compind.2007.05.003"},{"key":"1_CR41","doi-asserted-by":"publisher","unstructured":"Yu, X., Cheng, T.: Research on a stigmergy-driven & MAS-based method of modeling intelligent system, pp. 1042\u20131047 (2020). https:\/\/doi.org\/10.1109\/cisp-bmei51763.2020.9263567","DOI":"10.1109\/cisp-bmei51763.2020.9263567"}],"container-title":["Communications in Computer and Information Science","Software Technologies"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-11513-4_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,11]],"date-time":"2023-02-11T20:02:57Z","timestamp":1676145777000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-11513-4_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031115127","9783031115134"],"references-count":41,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-11513-4_1","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"18 July 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICSOFT","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Software Technologies","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 July 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 July 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icsoft2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/icsoft.scitevents.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"PRIMORIS","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"117","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"10","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"9% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"4","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"4","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}