DECISION-MAKING ON INVESTMENT OF IT-INNOVATION BASED ON FUZZY EXPERT INFORMATION

Author(s):  
Olga Olegovna Eremenko ◽  
Lyubov Borisovna Aminul ◽  
Elena Vitalievna Chertina

The subject of the research is the process of making managerial decisions for innovative IT projects investing. The paper focuses on the new approach to decision making on investing innovative IT projects using expert survey in a fuzzy reasoning system. As input information, expert estimates of projects have been aggregated into six indicators having a linguistic description of the individual characteristics of the project type "high", "medium", and "low". The task of decision making investing has been formalized and the term-set of the output variable Des has been defined: to invest 50-75% of the project cost; to invest 20-50% of the project cost; to invest 10-20% of the project cost; to send the project for revision; to turn down investing project. The fuzzy product model of making investment management decisions has been developed; it adequately describes the process of investment management. The expediency of using constructed production model on a practical example is shown.

Author(s):  
Francisco Leote ◽  
Ana Damião

This chapter aims to present some limitations of financial reporting on innovation with an impact on the investor's decision-making process. In order to do so, the authors show how accounting recognizes and measures innovation factors: the intangibles. Based on the literature, the authors discuss how the value relevance of financial reporting on innovation is conditioned by non-financial factors. The impacts of the adoption of IFRSs, the effect of the industry sectors and the effect of the individual characteristics of the different countries on the value relevance of the intangible assets are analyzed. The literature suggests a decrease in the value relevance of financial statements due to the manner in which intangibles are recognized and measured in accounting. However, financial reporting on innovation is value relevant to the investor's decision-making and is conditioned by non-financial factors. Value relevance differs among different industry sectors, between different countries and is conditioned by the accounting systems used in the preparation of the financial information.


2019 ◽  
Vol 53 (7) ◽  
pp. 1378-1399 ◽  
Author(s):  
Kaisa Sandell

PurposeThis study aims to examine the relationship between consumer characteristics and the effectiveness of olfactory cues on purchase behavior.Design/methodology/approachThe theories of the effects of consumer decision-making, olfaction and sensory marketing on purchase behavior are applied using loyalty card data collected through an experiment. These data are analyzed using quantitative methods.FindingsThe presence of an olfactory cue has a positive impact on purchase behavior, as measured by product-category sales. Results indicate that in sales promotion, olfactory cues are most efficient in men who have hedonistic or quality-oriented decision-making styles.Research limitations/implicationsThis paper is the first to study the effectiveness of olfactory cues on purchase behavior when the interactions between the individual characteristics of consumers are considered. The study broadens extant frameworks of sensory marketing by placing the consumer in the central position as the processor of sensory cues. The work pioneers the integration of consumer’s decision-making style (CDMS) as one of the moderating factors in the process.Practical implicationsThe results encourage retailers and practitioners to consider CDMS – and not only gender or age – when using olfactory cues in sales promotions. Hopefully, this paper will inspire retailers to think of the more psychological aspects of consumer behavior and decision-making when planning their loyalty card systems.Originality/valueThis paper is the first to study the effectiveness of olfactory cues on purchase behavior when the interactions between the individual characteristics of consumers are considered. Addressing the decision-making style in addition to demographics is a novel approach, contrasting with earlier studies that merely focused on olfactory acuity.


2020 ◽  
Vol 10 (4) ◽  
pp. 1202
Author(s):  
Mohamed Abdel-Basset ◽  
Abduallah Gamal ◽  
Le Hoang Son ◽  
Florentin Smarandache

Professional selection is a significant task for any organization that aims to select the most appropriate candidates to fill well-defined vacancies up. In the recruitment process, various individual characteristics are involved, such as leadership, analytical skills, independent thinking, innovation, stamina and personality, ambiguity and imprecision. It outlines staff contribution and therefore plays a significant part in human resources administration. Additionally, in the era of the Internet of Things and Big Data (IoTBD), professional selection would face several challenges not only to the safe selection and security but also to make wise and prompt decisions especially in the large-scale candidates and criteria from the Cloud. However, the process of professional selection is often led by experience, which contains vague, ambiguous and uncertain decisions. It is therefore necessary to design an efficient decision-making algorithm, which could be further escalated to IoTBD. In this paper, we propose a new hybrid neutrosophic multi criteria decision making (MCDM) framework that employs a collection of neutrosophic analytical network process (ANP), and order preference by similarity to ideal solution (TOPSIS) under bipolar neutrosophic numbers. The MCDM framework is applied for chief executive officer (CEO) selection in a case study at the Elsewedy Electric Group, Egypt. The proposed approach allows us to assemble individual evaluations of the decision makers and therefore perform accurate personnel selection. The outcomes of the proposed method are compared with those of the related works such as weight sum model (WSM), weight product model (WPM), analytical hierarchy process (AHP), multi-objective optimization based on simple ratio analysis (MOORA) and ANP methods to prove and validate the results.


1993 ◽  
Vol 19 (2) ◽  
Author(s):  
J. J. Wheeler

The relative influence of individual characteristics and situational elements on the willingness of managers to follow a participative decision making style had been studied within the framework of the organizational decision making model of Vroom and Yetton. The results indicated that in general the influence of the situational elements were stronger than the influence of the individual characteristics but the opposite was true when the analysis was done separately for the different task dimensions. The results also indicated that certain per-sonality factors were related with the willingness of managers to follow a participative decision making style. Opsomming Die relatiewe invloed van individuele verskille en situasie elemente op die gewilligheid van bestuurders om 'n deelnemende besluitneming styl te volg is bestudeer vanuit die raamwerk van die organisatoriese besluitnemingsmodel van Vroom en Yetton. Die resultate het aangedui dat die invloed van die situasie-elemente in die algemeen sterker was as die invloed van die individuele kenmerke, maar dat die omgekeerde waar was toe die analise afsonderlik vir verskillende taakdimensies gedoen is. Die resultate het ook aangedui dat bepaalde persoonlikheidsfaktore verband hou met die gewilligheid van bestuurders om 'n deelnemende besluitnemingstyl te volg.


2021 ◽  
Vol 2 (4/S) ◽  
pp. 523-532
Author(s):  
Azamat Nazarov

The article describes the psychological characteristics of the decision-making process in management activities and the results of experimental work in this area, gives psychological advice to improve the efficiency of the management decision-making process. In the process of developing management decisions, the basics of the importance of personal qualities and features of the manager's business behavior are described. It is proved that the organizational and socio-psychological aspects of management make it possible to organize the manager's knowledge of the personnel management mechanisms, the action of the means that influence the behavior of the individual, the regulation and organization of the labor activity of subordinates. The development of effective solutions in the modern conditions of the economy of Uzbekistan is the basis for the competitiveness of products and the self-sufficiency of the organization in the market, the formation of rational organizational structures, the implementation of proper personnel policy and work, the regulation of social and political relations, and the creation of a positive image.


Author(s):  
M. M. Klunnikova

The work is devoted to the consideration of improving the quality of teaching students the discipline “Numerical methods” through the development of the cognitive component of computational thinking based on blended learning. The article presents a methodology for the formation of computational thinking of mathematics students, based on the visualization of algorithmic design schemes and the activation of the cognitive independence of students. The characteristic of computational thinking is given, the content and structure of computational thinking are shown. It is argued that a student with such a mind is able to manifest himself in his professional field in the best possible way. The results of the application of the technique are described. To determine the level of development of the cognitive component of computational thinking, a diagnostic model has been developed based on measuring the content, operational and motivational components. It is shown that the proposed method of developing computational thinking of students, taking into account the individual characteristics of students’ thinking, meaningfully based on the theoretical and practical aspects of studying the discipline, increases the effectiveness of learning the course “Numerical methods”. The materials of the article are of practical value for teachers of mathematical disciplines who use information and telecommunication technologies in their professional activities.


2021 ◽  
pp. 104-109
Author(s):  
Chernysh O.O.

The urgency of the researched problem is connected with the growing role of mass media in modern conditions leads to change of values and transformation of identity of the person. The active growth of the role of the media, their influence on the formation and development of personality leads to the concept of “media socialization” and immutation in the media. The aim of the study is to outline the possibilities of the process of media socialization in the context of immutation in the media. The methods of our research are: analysis of pedagogical, psychological, literature, synthesis, comparison, generalization. The article analyzes the views of domestic and foreign scientists on the problem of immutation in the media and the transformation of the information space. In the context of the mass nature of the immutation of society, the concept of “media socialization” becomes relevant, which is the basis for reducing the negative impact of the media on the individual.The author identifies the lack of a thorough study of the concept of “media socialization” in modern scientific thought. Thus, media socialization is associated with the transformation of traditional means of socialization, and is to assimilate and reproduce the social experience of mankind with the help of new media.The article analyzes the essence of the concepts “media space”, “mass media” and “immutation”. The influence of mass media on the formation and development of the modern personality is described in detail.The study concluded that it is necessary to form a media culture of the individual, to establish safe and effective interaction of young people with the modern media system, the formation of media awareness, media literacy and media competence in accordance with age and individual characteristics for successful media socialization. The role of state bodies in solving the problem of media socialization of the individual was also determined. It is determined that the process of formation of media culture in youth should take place at the level of traditional institutions of socialization of the individual.The author sees the prospect of further research in a detailed analysis and study of the potential of educational institutions as an institution and a means of counteracting the mass nature of the immutation of society.Key words: immutation, media socialization, mass media, media space, information.


2020 ◽  
Vol 16 (7) ◽  
pp. 1202-1222
Author(s):  
M.V. Grechko ◽  
L.A. Kobina ◽  
S.A. Goncharenko

Subject. The article focuses on the decision-making mechanism used by economic agents given the existing social constraints. Objectives. We devise applied toolkit to study how socio-economic constraints transform the decision-making mechanism used by economic agents. Methods. The study involves means of the expert survey, the method that streamlines economic knowledge. Results. Social constraints are illustrated to influence the decision-making mechanism used by economic agents, assuming that the individual mind relies on specific mechanisms to make judgments and decisions. Generally, the mechanisms are very useful, however they may generate serious errors during the decision-making process. Given the social constraints, economic agents were found to follow four mental models to make their decisions in case of the full or partial uncertainty, i.e. the representative relevance, accessibility, relations, heuristics (modeling). Conclusions and Relevance. The scientific ideas herein show that the inner architecture of a choice an individual makes determines his or her decisions. The decisions often depend on the contextual environment that gives external signals perceived by the individual while evaluating alternative ways. The findings can possibly be used as a mechanism to manage the consumer choice.


Author(s):  
Pavlo Rodionov ◽  
◽  
Anna Ploskonos ◽  
Lesya Gavrutenko ◽  
◽  
...  

The paper analyzes the factors that affect the amount of effort required to create a mobile application and its cost. It is established that the main factors of influence are the design of the application, its functionality, the type of mobile platform, the availability and level of testing and support, as well as the individual characteristics of the developer. Based on the analysis of information sources, the main methods and approaches to forecasting the cost of software products are identified, which include the COCOMO model, Price-to-win method, expert evaluation, algorithmic methods and the method of analogies. It is proposed to consider the method of analogies as a tool that allows you to make predictions about the cost of resources required for the successful implementation of IT projects based on the experience of similar projects. It is proved that the advantages of this method are the simplicity of its implementation and the clarity of the results obtained, which follows from the practical orientation of this tool. Among the limitations of the method of analogy is the mandatory need for reliable data relating to similar projects, as well as the difficulty of taking into account unspecified indicators. Taking into account the mentioned limitations of the method of analogies and on the basis of the analysis of scientific sources the possible directions of its optimization are determined. Thus, among the ways to improve the effectiveness of this method are those aimed at optimizing the project selection process, the data for which are used as a basis for forecasting. Attempts to improve the method of analogies by including parameters that were previously ignored by this technique seem promising. This in turn can lead to an expansion of the scope of the method of analogies and increase the accuracy of forecasts. As prospects for further research, the need to continue research in the field of optimization of the method of analogies with the subsequent practical verification of theoretical positions on the data of real projects.


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