Models of Strategic Management Scanning Based on Trend Heuristics as the Least Information Intensive Quantifiers

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26510%2F20%3APU147284" target="_blank" >RIV/00216305:26510/20:PU147284 - isvavai.cz</a>

Výsledek na webu

<a href="https://com-mendeley-prod-publicsharing-pdfstore.s3.eu-west-1.amazonaws.com/3e98-CC-BY-2/10.46661/revmetodoscuanteconempresa.3260.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjEGQaCWV1LXdlc3QtMSJHMEUCIFeT1nUEWLmmQqKxNzxXTvND4NfzY1rM74X5LnxQflxwAiEAz%2F58GyTLp" target="_blank" >https://com-mendeley-prod-publicsharing-pdfstore.s3.eu-west-1.amazonaws.com/3e98-CC-BY-2/10.46661/revmetodoscuanteconempresa.3260.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjEGQaCWV1LXdlc3QtMSJHMEUCIFeT1nUEWLmmQqKxNzxXTvND4NfzY1rM74X5LnxQflxwAiEAz%2F58GyTLp</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.46661/REVMETODOSCUANTECONEMPRESA.3260" target="_blank" >10.46661/REVMETODOSCUANTECONEMPRESA.3260</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Models of Strategic Management Scanning Based on Trend Heuristics as the Least Information Intensive Quantifiers

Popis výsledku v původním jazyce

SS (Strategic Scanning) is unique, partially subjective, inconsistent, interdisciplinary, vague and multidimensional process. Its description and optimisation suffers from IS (Information Shortage) and heterogeneity. IS eliminates straightforward application of traditional statistical methods. Heterogeneity problems are caused by heterogeneous nature of scanned information structures. Artificial Intelligence has developed some tools to solve such problems. Qualitative reasoning is one of them. It is based on the least information intensive quantifiers i.e. trends. There are four different trends i.e. qualitative values and their derivatives: plus/increasing; zero/constant; negative/decreasing; any value / any trend. The paper studies SS models based on ELEs (Equationless Heuristics). An example of ELE is – If novelity is increasing then confidence is decreasing. A solution of a qualitative model is represented by a set S of scenarios and a set T of time transitions among these scenarios. The key information input into an ELE model is subjective knowledge of experts. A consensus among SS experts is often not reached because of inconsistencies of experts’ knowledge. The SS case study is 12 dimensional (e.g. Freshness, Relevance) and based on 12 ELEs. There are 29 scenarios. © 2020, Revista de Metodos Cuantitativos para la Economia y la Empresa.All Right reserved.

Název v anglickém jazyce

Models of Strategic Management Scanning Based on Trend Heuristics as the Least Information Intensive Quantifiers

Popis výsledku anglicky

SS (Strategic Scanning) is unique, partially subjective, inconsistent, interdisciplinary, vague and multidimensional process. Its description and optimisation suffers from IS (Information Shortage) and heterogeneity. IS eliminates straightforward application of traditional statistical methods. Heterogeneity problems are caused by heterogeneous nature of scanned information structures. Artificial Intelligence has developed some tools to solve such problems. Qualitative reasoning is one of them. It is based on the least information intensive quantifiers i.e. trends. There are four different trends i.e. qualitative values and their derivatives: plus/increasing; zero/constant; negative/decreasing; any value / any trend. The paper studies SS models based on ELEs (Equationless Heuristics). An example of ELE is – If novelity is increasing then confidence is decreasing. A solution of a qualitative model is represented by a set S of scenarios and a set T of time transitions among these scenarios. The key information input into an ELE model is subjective knowledge of experts. A consensus among SS experts is often not reached because of inconsistencies of experts’ knowledge. The SS case study is 12 dimensional (e.g. Freshness, Relevance) and based on 12 ELEs. There are 29 scenarios. © 2020, Revista de Metodos Cuantitativos para la Economia y la Empresa.All Right reserved.

Druh

J_SC - Článek v periodiku v databázi SCOPUS

CEP obor

—

OECD FORD obor

50202 - Applied Economics, Econometrics

Projekt

—

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2020

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Revista de Metodos Cuantitativos para la Economia y la Empresa

ISSN

1886-516X

e-ISSN

—

Svazek periodika

29

Číslo periodika v rámci svazku

červen

Stát vydavatele periodika

ES - Španělské království

Počet stran výsledku

15

Strana od-do

116-130

Kód UT WoS článku

—

EID výsledku v databázi Scopus

2-s2.0-85101120359