{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,20]],"date-time":"2026-01-20T00:38:05Z","timestamp":1768869485499,"version":"3.49.0"},"publisher-location":"Cham","reference-count":50,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031356339","type":"print"},{"value":"9783031356346","type":"electronic"}],"license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"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":[],"published-print":{"date-parts":[[2023]]},"DOI":"10.1007\/978-3-031-35634-6_23","type":"book-chapter","created":{"date-parts":[[2023,7,8]],"date-time":"2023-07-08T23:04:02Z","timestamp":1688857442000},"page":"325-343","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Detecting Swarm Degradation: Measuring Human and Machine Performance"],"prefix":"10.1007","author":[{"given":"August","family":"Capiola","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dexter","family":"Johnson","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Izz aldin","family":"Hamdan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joseph B.","family":"Lyons","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Elizabeth L.","family":"Fox","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,7,9]]},"reference":[{"issue":"5","key":"23_CR1","doi-asserted-by":"publisher","first-page":"1117","DOI":"10.1007\/s12369-021-00834-1","volume":"14","author":"EK Chiou","year":"2022","unstructured":"Chiou, E.K., et al.: Towards human\u2013robot teaming: Tradeoffs of explanation-based communication strategies in a virtual search and rescue task. Int. J. Social Robot. 14(5), 1117\u20131136 (2022)","journal-title":"Int. J. Social Robot."},{"key":"23_CR2","unstructured":"Murphy, R.R.: How robots helped out after the surfside condo collapse. In: IEEE Spectrum, pp. 1\u20132. IEEE, New York, NY (2021)"},{"issue":"1","key":"23_CR3","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1109\/THMS.2015.2480801","volume":"46","author":"A Kolling","year":"2016","unstructured":"Kolling, A., Walker, P., Chakraborty, N., Sycara, K., Lewis, M.: Human interaction with robot swarms: A survey. Trans. Hum.-Mach. Syst. 46(1), 9\u201326 (2016)","journal-title":"Trans. Hum.-Mach. Syst."},{"key":"23_CR4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s11721-012-0075-2","volume":"7","author":"M Brambilla","year":"2013","unstructured":"Brambilla, M., Ferrante, E., Birattari, M., Dorigo, M.: Swarm robotics: a review from the swarm engineering perspective. Swarm Intell. 7, 1\u201341 (2013)","journal-title":"Swarm Intell."},{"key":"23_CR5","doi-asserted-by":"crossref","unstructured":"Abbass, H.A., Hunjet, R.A.: Smart shepherding: towards transparent artificial intelligence enabled human-swarm teams. In: Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Part of the Unmanned System Technologies book series (UST), pp. 1\u201328. Springer, Manhattan, NY, (2021)","DOI":"10.1007\/978-3-030-60898-9_1"},{"key":"23_CR6","doi-asserted-by":"crossref","unstructured":"Roundtree, K.A., Cody, J.R., Leaf, J., Onan Demirel, H., Adams, J.A.: Visualization design for human-collective teams. In: Proceedings of the Human Factors and Ergonomics Society Annual Meeting, vol. 63, no. 1, pp. 417\u2013421. SAGE Publications, Los Angeles, CA (2019)","DOI":"10.1177\/1071181319631028"},{"key":"23_CR7","unstructured":"Chung, T.H.: DARPA Offensive Swarm-Enabled Tactics (OFFSET): advancing swarm capabilities. Presented at the Autonomy Community of Interest Scalable Teaming of Autonomous Systems Working Group, DARPA (2020)"},{"key":"23_CR8","doi-asserted-by":"crossref","unstructured":"Lewis, M., Li, H., Sycara, K.: Chapter 14 \u2013 Deep learning, transparency, and trust in human robot teamwork. In: Trust in Human-Robot Interaction, pp. 321\u2013352. Academic Press, Cambridge, Massachusetts (2020)","DOI":"10.1016\/B978-0-12-819472-0.00014-9"},{"key":"23_CR9","doi-asserted-by":"crossref","unstructured":"Adams, J.A., Chen, J.Y., Goodrich M.A.: Swarm transparency. In: Companion of the 2018 ACM\/IEEE International Conference on Human-Robot Interaction, pp. 45\u201346. IEEE, New York, NY (2018)","DOI":"10.1145\/3173386.3177008"},{"issue":"5","key":"23_CR10","doi-asserted-by":"publisher","first-page":"562","DOI":"10.1080\/1463922X.2021.1983887","volume":"23","author":"A Capiola","year":"2021","unstructured":"Capiola, A., Hamdan, I., Fox, E.L., Lyons, J.B., Sycara, K., Lewis, M.: \u201cIs something amiss?\u201d Investigating individuals\u2019 competence in estimating swarm degradation. Theor. Issues Ergon. Sci. 23(5), 562\u2013587 (2021)","journal-title":"Theor. Issues Ergon. Sci."},{"key":"23_CR11","doi-asserted-by":"crossref","unstructured":"Hamdan, I., et al.: Exploring the effects of swarm degradations on trustworthiness perceptions, reliance intentions, and reliance behaviors. In: Proceedings of the Human Factors and Ergonomics Society Annual Meeting, vol. 65, no. 1, pp. 1141\u20131145. SAGE Publications, Los Angeles, CA (2021)","DOI":"10.1177\/1071181321651057"},{"key":"23_CR12","doi-asserted-by":"crossref","unstructured":"Walker, P., Lewis, M., Sycara, K.: The effect of display type on operator prediction of future swarm states. In: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 002521\u2013002526. IEEE, New York, NY (2016)","DOI":"10.1109\/SMC.2016.7844619"},{"key":"23_CR13","doi-asserted-by":"crossref","unstructured":"Nagavalli, S., Chien, S.Y., Lewis, M., Chakraborty, N., Sycara, K.: Bounds of neglect benevolence in input timing for human interaction with robotic swarms. In: Proceedings of the Tenth Annual ACM\/IEEE International Conference on Human-Robot Interaction, pp. 197\u2013204. IEEE, New York, NY (2015)","DOI":"10.1145\/2696454.2696470"},{"key":"23_CR14","doi-asserted-by":"crossref","unstructured":"Capiola, A., et al.: The effects of asset degradation on human trust in swarms. In: International Conference on Human-Computer Interaction, pp. 537\u2013549. Nova, Hauppauge, New York (2020)","DOI":"10.1007\/978-3-030-49695-1_36"},{"key":"23_CR15","doi-asserted-by":"crossref","unstructured":"Walker, P., Nunnally, S., Lewis, M., Kolling, A., Chakraborty, N., Sycara, K.: Neglect benevolence in human control of swarms in the presence of latency. In: 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 3009\u20133014. IEEE, New York, NY (2012)","DOI":"10.1109\/ICSMC.2012.6378253"},{"key":"23_CR16","unstructured":"Adams, J.A.: Critical considerations for human-robot interface development. In: Proceedings of 2002 AAAI Fall Symposium, pp. 1\u20138. AAAI Press, Washington, DC (2002)"},{"issue":"9","key":"23_CR17","doi-asserted-by":"publisher","first-page":"1116","DOI":"10.1080\/00140139.2020.1764112","volume":"63","author":"A Hussein","year":"2020","unstructured":"Hussein, A., Elsawah, S., Abbass, H.A.: The reliability and transparency bases of trust in human-swarm interaction: principles and implications. Ergonomics 63(9), 1116\u20131132 (2020)","journal-title":"Ergonomics"},{"issue":"3","key":"23_CR18","doi-asserted-by":"publisher","first-page":"171","DOI":"10.1177\/1555343419842776","volume":"13","author":"KA Roundtree","year":"2019","unstructured":"Roundtree, K.A., Goodrich, M.A., Adams, J.A.: Transparency: transitioning from human-machine systems to human-swarm systems. J. Cogn. Eng. Decis. Mak. 13(3), 171\u2013195 (2019)","journal-title":"J. Cogn. Eng. Decis. Mak."},{"key":"23_CR19","doi-asserted-by":"crossref","unstructured":"Hayes, S.T., Adams, J.A.: Human-swarm interaction: Sources of uncertainty. In: 2014 9th ACM\/IEEE International Conference on Human-Robot Interaction (HRI), pp. 170\u2013171. IEEE, New York, NY (2014)","DOI":"10.1145\/2559636.2559827"},{"key":"23_CR20","doi-asserted-by":"crossref","unstructured":"Adams, J.A.: Human-robot interaction design: understanding user needs and requirements. In: Proceedings of the Human Factors and Ergonomics Society Annual Meeting, vol. 49, no. 3, pp. 447\u2013451. Sage Publications, Los Angeles, CA (2005)","DOI":"10.1177\/154193120504900349"},{"key":"23_CR21","doi-asserted-by":"crossref","unstructured":"Harriott, C.E., Seiffert, A.E., Hayes, S.T., Adams, J.A.: Biologically-inspired human-swarm interaction metrics. In: Proceedings of the Human Factors and Ergonomics Society Annual Meeting, vol. 58, no. 1, pp. 1471\u20131475. SAGE Publications, Los Angeles, CA (2014)","DOI":"10.1177\/1541931214581307"},{"key":"23_CR22","doi-asserted-by":"crossref","unstructured":"Walker, P., Lewis, M., Sycara, K.: Characterizing human perception of emergent swarm behaviors. In: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 002436\u2013002441. IEEE, New York, NY (2016)","DOI":"10.1109\/SMC.2016.7844604"},{"key":"23_CR23","doi-asserted-by":"publisher","first-page":"291","DOI":"10.1016\/j.visres.2015.08.013","volume":"126","author":"HY Im","year":"2016","unstructured":"Im, H.Y., Zhong, S.H., Halberda, J.: Grouping by proximity and the visual impression of approximate number in random dot arrays. Vision. Res. 126, 291\u2013307 (2016)","journal-title":"Vision. Res."},{"key":"23_CR24","unstructured":"Lindstedt, J.K., Byrne, M.D.: Simple agglomerative visual grouping for ACT-R. In: Proceedings of the 16th International Conference on Cognitive Modeling, pp. 68\u201373. ACS Publications, Washington, DC (2018)"},{"key":"23_CR25","unstructured":"Prasad, S.: Different types of clustering methods and applications. Analytix Labs (2022) https:\/\/www.analytixlabs.co.in\/blog\/types-of-clustering-algorithms\/"},{"key":"23_CR26","unstructured":"Fuzzy c-means clustering algorithm, Data Clustering Algorithms (2020) https:\/\/sites.google.com\/site\/dataclusteringalgorithms\/fuzzy-c-means-clustering-algorithm"},{"key":"23_CR27","unstructured":"R Core Team: The R Project for Statistical Computing, R Foundation for Statistical Computing (2022)"},{"issue":"6","key":"23_CR28","doi-asserted-by":"publisher","first-page":"1","DOI":"10.18637\/jss.v061.i06","volume":"61","author":"M Charrad","year":"2014","unstructured":"Charrad, M., Ghazzali, N., Boiteau, V., Niknafs, A.: NbClust: an R package for determining the relevant number of clusters in a data set. J. Stat. Soft 61(6), 1\u201336 (2014)","journal-title":"J. Stat. Soft"},{"key":"23_CR29","unstructured":"Yildirim, S.: DBSCAN clustering\u200a-\u200aexplained. Medium (2020) https:\/\/towardsdatascience.com\/dbscan-clustering-explained-97556a2ad556"},{"key":"23_CR30","unstructured":"Ester, M., Kriegel, H.P., Sander, J., Xu, X.: A density-based algorithm for discovering clusters in large spatial databases with noise. In: KDD proceedings, pp. 226\u2013231, KDD, Portland, Oregon (1996)"},{"issue":"2","key":"23_CR31","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1023\/A:1009745219419","volume":"2","author":"J Sander","year":"1998","unstructured":"Sander, J., Ester, M., Kriegel, H.P., Xu, X.: Density-based clustering in spatial databases: the algorithm gdbscan and its applications. Data Min. Knowl. Disc. 2(2), 169\u2013194 (1998)","journal-title":"Data Min. Knowl. Disc."},{"issue":"2","key":"23_CR32","doi-asserted-by":"publisher","first-page":"433","DOI":"10.3758\/s13428-016-0727-z","volume":"49","author":"L Litman","year":"2016","unstructured":"Litman, L., Robinson, J., Abberbock, T.: TurkPrime.com: a versatile crowdsourcing data acquisition platform for the behavioral sciences. Behav. Res. Methods 49(2), 433\u2013442 (2016). https:\/\/doi.org\/10.3758\/s13428-016-0727-z","journal-title":"Behav. Res. Methods"},{"key":"23_CR33","doi-asserted-by":"publisher","DOI":"10.35566\/power","volume-title":"Practical Statistical Power Analysis Using Webpower and R","author":"Z Zhang","year":"2018","unstructured":"Zhang, Z., Yuan, K.H.: Practical Statistical Power Analysis Using Webpower and R. ISDA Press, New York, NY (2018)"},{"key":"23_CR34","unstructured":"RStudio Team: Open source & professional software for data science teams. RStudio: Integrated Development for R, RStudio, PBC (2022)"},{"key":"23_CR35","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1016\/j.jesp.2015.07.006","volume":"66","author":"PG Curran","year":"2016","unstructured":"Curran, P.G.: Methods for the detection of carelessly invalid responses in survey data. J. Exp. Soc. Psychol. 66, 4\u201319 (2016)","journal-title":"J. Exp. Soc. Psychol."},{"issue":"1","key":"23_CR36","doi-asserted-by":"publisher","first-page":"1","DOI":"10.18637\/jss.v067.i01","volume":"67","author":"D Bates","year":"2015","unstructured":"Bates, D., M\u00e4chler, M., Bolker, B., Walker, S.: Fitting linear mixed-effects models using lme4\u201d. J. Stat. Soft. 67(1), 1\u201348 (2015)","journal-title":"J. Stat. Soft."},{"key":"23_CR37","unstructured":"Singmann, H., Bolker, B., Westfall, J., Aust, F., Ben-Shachar, M.S.: afex: analysis of factorial experiments. R Package Version 1.0-1 (2015)"},{"key":"23_CR38","unstructured":"Length, R.V., et al.: Estimated marginal means, aka least-squares means. R Package Version 1.7.2 (2022)"},{"issue":"6","key":"23_CR39","first-page":"665","volume":"22","author":"S Kim","year":"2015","unstructured":"Kim, S.: ppcor: an R package for a fast calculation to semi-partial correlation coefficients. Commun. Stat. Appl. Methods 22(6), 665\u2013674 (2015)","journal-title":"Commun. Stat. Appl. Methods"},{"key":"23_CR40","doi-asserted-by":"crossref","unstructured":"Nam, C., Li, H., Li, S., Lewis, M., Sycara, K.: Trust of humans in supervisory control of swarm robots with varied levels of autonomy. In: IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 825\u2013830. IEEE, New York, NY (2018)","DOI":"10.1109\/SMC.2018.00148"},{"issue":"10","key":"23_CR41","doi-asserted-by":"publisher","first-page":"1409","DOI":"10.1080\/00140139.2018.1457725","volume":"61","author":"EJ De Visser","year":"2018","unstructured":"De Visser, E.J., Pak, R., Shaw, T.H.: From \u2018automation\u2019 to \u2018autonomy\u2019: the importance of trust repair in human\u2013machine interaction. Ergonomics 61(10), 1409\u20131427 (2018)","journal-title":"Ergonomics"},{"issue":"3","key":"23_CR42","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1109\/THMS.2020.2988835","volume":"50","author":"JYC Chen","year":"2020","unstructured":"Chen, J.Y.C., Flemisch, F.O., Lyons, J.B., Neerincx, M.A.: Guest editorial: agent and system transparency. IEEE Trans. Hum-Mach. Syst. 50(3), 189\u2013193 (2020)","journal-title":"IEEE Trans. Hum-Mach. Syst."},{"key":"23_CR43","doi-asserted-by":"crossref","unstructured":"Chen, J.Y.C., Lakhmani, S.G., Stowers, K., Selkowitz, A.R., Wright, J.L., Barnes, M.: Situation awareness-based agent transparency and human-autonomy teaming effectiveness. Theor. Issues Ergon. Sci. 19(3), 259\u2013282 (2018)","DOI":"10.1080\/1463922X.2017.1315750"},{"issue":"1","key":"23_CR44","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1518\/001872095779049543","volume":"37","author":"MR Endsley","year":"1995","unstructured":"Endsley, M.R.: Toward a theory of situation awareness in dynamic systems. Hum. Factors 37(1), 32\u201364 (1995)","journal-title":"Hum. Factors"},{"issue":"7","key":"23_CR45","doi-asserted-by":"publisher","first-page":"1281","DOI":"10.1109\/JAS.2020.1003545","volume":"8","author":"AJ Hepworth","year":"2020","unstructured":"Hepworth, A.J., Baxter, D.P., Hussein, A., Yaxley, K.J., Debie, E., Abbass, H.A.: Human-swarm-teaming transparency and trust architecture. IEEE\/CAA J. Autom. Sin. 8(7), 1281\u20131295 (2020)","journal-title":"IEEE\/CAA J. Autom. Sin."},{"issue":"8","key":"23_CR46","doi-asserted-by":"publisher","first-page":"1237","DOI":"10.1177\/0018720819879273","volume":"62","author":"A Hussein","year":"2020","unstructured":"Hussein, A., Elsawah, S., Abbass, H.A.: Trust mediating reliability\u2013reliance relationship in supervisory control of human\u2013swarm interactions. Hum. Factors 62(8), 1237\u20131248 (2020)","journal-title":"Hum. Factors"},{"issue":"1","key":"23_CR47","first-page":"13","volume":"24","author":"JB Lyons","year":"2016","unstructured":"Lyons, J.B., Koltai, K.S., Ho, N.T., Johnson, W.B., Smith, D.E., Shively, R.J.: Engineering trust in complex automated systems. Ergon. Des. 24(1), 13\u201317 (2016)","journal-title":"Ergon. Des."},{"key":"23_CR48","doi-asserted-by":"crossref","unstructured":"Mancuso, V., Funke, G.J., Finomore, V., Knott, B.A.: Exploring the effects of \u201clow and slow\u201d cyber attacks on team decision making. In: Proceedings of the Human Factors and Ergonomics Society Annual Meeting, vol. 57, no. 1, pp. 389\u2013393. SAGE Publications, Los Angeles, CA (2013)","DOI":"10.1177\/1541931213571084"},{"key":"23_CR49","doi-asserted-by":"crossref","unstructured":"Manning, M.D., Harriott, C.E., Hayes, S.T., Adams, J.A., Seiffert, A.E.: Heuristic evaluation of swarm metrics\u2019 effectiveness. In: Proceedings of the tenth annual ACM\/IEEE international conference on human-robot interaction extended abstracts, pp. 17\u201318. IEEE, New York, NY (2015)","DOI":"10.1145\/2701973.2702046"},{"key":"23_CR50","unstructured":"Mullin, T.: DBSCAN parameter estimation using python. Medium (2020)"}],"container-title":["Lecture Notes in Computer Science","Virtual, Augmented and Mixed Reality"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-35634-6_23","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,20]],"date-time":"2024-02-20T09:09:02Z","timestamp":1708420142000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-35634-6_23"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9783031356339","9783031356346"],"references-count":50,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-35634-6_23","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"9 July 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"HCII","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Human-Computer Interaction","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Copenhagen","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Denmark","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 July 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 July 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"hcii2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/2023.hci.international\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"CMS","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"7472","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":"1578","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":"396","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":"21% - 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":"2","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":"2","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":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}