TY - GEN

T1 - Reasoning the risk chain structure for BNM of digital images portfolio

AU - Voronov, Victor S.

AU - Ivanov, Viktor V.

PY - 2019/1/1

Y1 - 2019/1/1

N2 - The article is devoted to further developing the Bayesian network model (BNM) of digital images portfolio. Earlier we've build the primary portfolio cash flow map associated with specified sales groups of assets. Now, after the detailed analysis of previous data and some reassessing it based on statistical metrics used for digital images portfolios performance the primary map was restructured. This work allowed developing initial simplified BNM and further reconstructing it as the aggregate chain of interrelated nodes, each presenting mapped elementary sales group. Thus gradual reconstruction of portfolio BNM allowed us to considerably specify the degree of main risk factors influence and the overflowing process during the assets propagation from one sales group to another. We prove that mapping of suspending group as well as group of first sale assets is reasonable for understanding of risk dynamics of intellectual assets portfolios of comparable class.

AB - The article is devoted to further developing the Bayesian network model (BNM) of digital images portfolio. Earlier we've build the primary portfolio cash flow map associated with specified sales groups of assets. Now, after the detailed analysis of previous data and some reassessing it based on statistical metrics used for digital images portfolios performance the primary map was restructured. This work allowed developing initial simplified BNM and further reconstructing it as the aggregate chain of interrelated nodes, each presenting mapped elementary sales group. Thus gradual reconstruction of portfolio BNM allowed us to considerably specify the degree of main risk factors influence and the overflowing process during the assets propagation from one sales group to another. We prove that mapping of suspending group as well as group of first sale assets is reasonable for understanding of risk dynamics of intellectual assets portfolios of comparable class.

KW - Bayesian network model

KW - Digital image

KW - Intellectual assets portfolio

KW - Risk

UR - http://www.scopus.com/inward/record.url?scp=85074067755&partnerID=8YFLogxK

UR - https://pure.spbu.ru/admin/files/43108440/33rd_IBIMA_Conference_proceedings_to_be_updated_.pdf

M3 - Conference contribution

SN - 9780999855126

SP - 3950

EP - 3956

BT - Proceedings of the 33rd International Business Information Management Association Conference, IBIMA 2019

A2 - Soliman, Khalid S.

PB - IBIMA

T2 - 33rd International Business Information Management Association Conference: Education Excellence and Innovation Management through Vision 2020, IBIMA 2019

Y2 - 10 April 2019 through 11 April 2019

ER -