{"product_id":"9783031287374","title":"Computational Modeling of Multilevel Organisational Learning and Its Control Using Self-modeling Network Models","description":"\u003ch1\u003eComputational Modeling of Multilevel Organisational Learning and Its Control Using Self-modeling Network Models\u003c\/h1\u003e \u003ch2\u003eCanbaloğlu, Gülay; Treur, Jan; Wiewiora, Anna\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eAlthough there is much literature on organisational learning, mathematical formalisation and computational simulation, there is no literature that uses mathematical modelling and simulation to represent and explore different facets of multilevel learning. This book provides an overview of recent work on mathematical formalisation and computational simulation of multilevel organisational learning by exploiting the possibilities of self-modeling network models to address it. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\n\n\u003cul\u003e  \u003cli\u003eThis is      the first book addressing mathematical formalisation and computational      modeling of multilevel organisational learning in a systematic, principled      manner.  \u003c\/li\u003e  \u003cli\u003eA self-modeling network      modeling approach from AI and Network Science is used where in a reflective      manner some of the network nodes (called self-model nodes) represent parts      of the network’s own network structure characteristics. \u003c\/li\u003e  \u003cli\u003eThis is supported by a      dedicated software environment allowing to design and implement      (higher-order) adaptive network models by specifying them in a conceptual      manner at a high level of abstraction in a standard table format, without      any need of algorithmic specification or programming. \u003c\/li\u003e  \u003cli\u003eThis modeling approach      allows to model the development of knowledge in an organisational setting      in a neatly structured manner at three different levels for the usage,      adaptation and control, respectively, of the underlying mental models.  \u003c\/li\u003e  \u003cli\u003eSeveral examples of      realistic cases of multilevel organisational learning are used to      illustrate the approach.  \u003c\/li\u003e  \u003cli\u003eCrucial concepts such as      the aggregation of mental models to form shared mental models out of      individual mental models are addressed extensively. \u003c\/li\u003e  \u003cli\u003eIt is shown how to model      context-sensitive control of organisational learning taking into account a      wide variety of context factors, for example relating to levels of      expertise of individuals or to leadership styles of managers involved. \u003c\/li\u003e  \u003cli\u003eMathematical equilibrium      analysis of models of organisational learning is also addressed, among      others allowing verification of correctness of the implemental models in      comparison to their conceptual design. \u003c\/li\u003e\n\u003cli\u003eChapters      in this book also contribute to the Management and Business Sciences      research by demonstrating how computational modeling can be used to      capture complex management phenomena such as multilevel organizational      learning.   \u003c\/li\u003e\n\u003cli\u003eThis      book has a potential implication for practice by demonstrating how      computational modeling can be used to capture learning scenarios, which      then provide a      basis for more informed managerial decisions.  \u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2024-06-18\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783031287374\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-031-28735-0\u003c\/p\u003e \u003cp\u003eDimensions: 235.0cm x155.0cm\u003c\/p\u003e \u003cp\u003ePages: 515.0\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":44521856041100,"sku":"9783031287374","price":179.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783031287374.jpg?v=1763591654","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783031287374","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}