000063318 001__ 63318 000063318 005__ 20190709135506.0 000063318 0247_ $$2doi$$a10.3390/app7111126 000063318 0248_ $$2sideral$$a102110 000063318 037__ $$aART-2017-102110 000063318 041__ $$aeng 000063318 100__ $$0(orcid)0000-0002-2726-6760$$aGarcía-Magariño, Iván$$uUniversidad de Zaragoza 000063318 245__ $$aABS-SOCI: An Agent-Based Simulator of Student Sociograms 000063318 260__ $$c2017 000063318 5060_ $$aAccess copy available to the general public$$fUnrestricted 000063318 5203_ $$aSociograms can represent the social relations between students. Some kinds of sociograms are more suitable than others for achieving a high academic performance of students. However, for now, at the beginning of an educative period, it is not possible to know for sure how the sociogram of a group of students will be or evolve during a semester or an academic year. In this context, the current approach presents an Agent-Based Simulator (ABS) that predicts the sociogram of a group of students taking into consideration their psychological profiles, by evolving an initial sociogram through time. This simulator is referred to as ABS-SOCI (ABS for SOCIograms). For instance, this can be useful for organizing class groups for some subjects of engineering grades, anticipating additional learning assistance or testing some teaching strategies. As experimentation, ABS-SOCI has been executed 100 times for each one of four real scenarios. The results show that ABS-SOCI produces sociograms similar to the real ones considering certain sociometrics. This similarity has been corroborated by statistical binomial tests that check whether there are significant differences between the simulations and the real cases. This experimentation also includes cross-validation and an analysis of sensitivity. ABS-SOCI is free and open-source to (1) ensure the reproducibility of the experiments; (2) to allow practitioners to run simulations; and (3) to allow developers to adapt the simulator for different environments. 000063318 536__ $$9info:eu-repo/grantAgreement/ES/DGA/T81$$9info:eu-repo/grantAgreement/ES/MEC/CAS17-00005$$9info:eu-repo/grantAgreement/ES/MEC/OAPEE-2013-1-CZ1-GRU06-14277$$9info:eu-repo/grantAgreement/ES/MINECO/TIN2014-57028-R 000063318 540__ $$9info:eu-repo/semantics/openAccess$$aby$$uhttp://creativecommons.org/licenses/by/3.0/es/ 000063318 590__ $$a1.689$$b2017 000063318 591__ $$aMATERIALS SCIENCE, MULTIDISCIPLINARY$$b170 / 285 = 0.596$$c2017$$dQ3$$eT2 000063318 591__ $$aCHEMISTRY, MULTIDISCIPLINARY$$b98 / 171 = 0.573$$c2017$$dQ3$$eT2 000063318 591__ $$aPHYSICS, APPLIED$$b77 / 146 = 0.527$$c2017$$dQ3$$eT2 000063318 592__ $$a0.303$$b2017 000063318 593__ $$aFluid Flow and Transfer Processes$$c2017$$dQ2 000063318 593__ $$aEngineering (miscellaneous)$$c2017$$dQ2 000063318 593__ $$aProcess Chemistry and Technology$$c2017$$dQ3 000063318 593__ $$aInstrumentation$$c2017$$dQ3 000063318 593__ $$aMaterials Science (miscellaneous)$$c2017$$dQ3 000063318 593__ $$aComputer Science Applications$$c2017$$dQ3 000063318 655_4 $$ainfo:eu-repo/semantics/article$$vinfo:eu-repo/semantics/publishedVersion 000063318 700__ $$0(orcid)0000-0003-3492-7544$$aLombas, Andrés S.$$uUniversidad de Zaragoza 000063318 700__ $$0(orcid)0000-0001-7550-6688$$aPlaza, Inmaculada$$uUniversidad de Zaragoza 000063318 700__ $$0(orcid)0000-0001-7671-7540$$aMedrano, Carlos$$uUniversidad de Zaragoza 000063318 7102_ $$14009$$2620$$aUniversidad de Zaragoza$$bDpto. Psicología y Sociología$$cÁrea Metod.Ciencias Comportam. 000063318 7102_ $$15008$$2785$$aUniversidad de Zaragoza$$bDpto. Ingeniería Electrón.Com.$$cÁrea Tecnología Electrónica 000063318 7102_ $$15007$$2570$$aUniversidad de Zaragoza$$bDpto. Informát.Ingenie.Sistms.$$cÁrea Lenguajes y Sistemas Inf. 000063318 773__ $$g7, 11 (2017), 1126$$pAppl. sci.$$tApplied Sciences (Switzerland)$$x2076-3417 000063318 8564_ $$s621458$$uhttps://zaguan.unizar.es/record/63318/files/texto_completo.pdf$$yVersión publicada 000063318 8564_ $$s105216$$uhttps://zaguan.unizar.es/record/63318/files/texto_completo.jpg?subformat=icon$$xicon$$yVersión publicada 000063318 909CO $$ooai:zaguan.unizar.es:63318$$particulos$$pdriver 000063318 951__ $$a2019-07-09-11:48:39 000063318 980__ $$aARTICLE