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<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>Development of models for
segregation the elements of infrastructure projects management with the application of a mono-
template under safety-oriented management. Eastern-European Journal of Enterprise Technologies 6
(3) (108) (2020) 42-49.
[24].D. Kobylkin</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <title-group>
        <article-title>Graphodynamic Modeling for a Multi-Agent Support System for Personnel Decision-Making in the Field of Human Safety</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Oleh Kovalchuk</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Dmytro Kobylkin</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Oleh Zachko</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Lviv State University of Life Safety</institution>
          ,
          <addr-line>Kleparivska Street, Lviv, 79007</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2020</year>
      </pub-date>
      <volume>1</volume>
      <fpage>116</fpage>
      <lpage>131</lpage>
      <abstract>
        <p>To ensure the effective implementation of projects, programs and project portfolios, the activities of all human resources should be rationally coordinated. To develop this information system, organizational structures should be analyzed in order to develop a model of an information analytical system to support personnel decision-making. The positive and negative sides of various organizational structures of organizations are considered. The subject of the study is resource management in projects of safety-oriented systems. The purpose of the article is to improve the effectiveness of project team management in the civil defense system. Research methods: the method of analyzing hierarchies, graphodynamic theory, empirical research, analysis and synthesis. The following results were obtained: It is proposed to use the graphical form of presentation of organizational models that belong to safety-oriented systems. Conclusions: A model of a multi-agent information system has been developed.</p>
      </abstract>
      <kwd-group>
        <kwd>1 Multi-agent information system</kwd>
        <kwd>project team</kwd>
        <kwd>organizational structures</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>Managers of educational, manufacturing, service and product organizations are often faced with a
large number of complex interrelated projects. In connection with the frequent change of
organizational structures (OBS) to the conditions of the external environment and the rapid
development of information and communication technologies, virtual forms of team interaction have
become actualized. Projecting by team managers, selection of candidates and selection of an effective
OBS for it affects the successful completion of tasks, achievement of organizational goals and
rationalization of the use of resources for projects, programs and project portfolios. Improvement of
management methods and optimization of personnel structure depend on the development of
organizational design. New external challenges and the integration of security-oriented systems of
Ukraine to European standards stimulate the implementation of innovative projects, such as:
reengineering and automation of personnel processes.</p>
      <p>The modern paradigm of management is the use of flexible and adaptive management in order to
improve interaction between units and effective allocation and management of resources. An
important component in the implementation of the content of new projects, programs and portfolios
of civil defense projects is the formation of virtual project teams, the organizational structure of
which corresponds to the goals, tasks, and requirements of project stakeholders.</p>
      <p>The complexity of implementing organizational design methods is proposed to be solved thanks to
the application of scientific methods in the process of forming virtual project teams and modeling
their organizational systems, using information technologies that provide managers and experts with
analyzed and reliable information. Team formation is an important project management task.
Creating a professional team for a new project is one of the main responsibilities of a project manager
at the first stage of his work.</p>
      <p>______________________
Proceedings of the 4th International Workshop IT Project Management (ITPM 2023), May 19, 2023, Warsaw, Poland
EMAIL: Justdoitolejka@gmail.com (Oleh Kovalchuk); dmytrokobylkin@gmail.com (Dmytro Kobylkin); zachko@ukr.net (Oleh Zachko)
ORCID: 0000-0001-6584-0746 (Oleh Kovalchuk); 0000-0002-2848-3572 (Dmytro Kobylkin); 00000-0002-3208-9826 (Oleh Zachko)
2023 Copyright for this paper by its authors.</p>
      <p>Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0).</p>
      <p>CEUR Workshop Proceedings (CEUR-WS.org)</p>
    </sec>
    <sec id="sec-2">
      <title>2. Analysis of recent research and publications</title>
      <p>In the conditions of rapid changes, the formation of new organizational structures and the
application of innovative management, there is a need for flexible management. International project
management experience should be used to optimize the organizational structure. The modern theory is
based on the fact that there is no ideal model of the structure of the organization, but external
situational factors (strategy, technology, size of the organization, environment) should be taken into
account.</p>
      <p>
        The scientific works of domestic scientists are devoted to the study of methods and models of
project team formation: Lysenko D. E., Chumachenko I. V., Bushuev S. D. [
        <xref ref-type="bibr" rid="ref1 ref2 ref3">1-3</xref>
        ], Morozov V. V.,
Rach V. A., Archibalda R., Mazura I.I., Shapiro V.D., Koshkina K.V. In particular, the works of such
foreign scientists as: J.R. Kemsenber, K. Lewis-McClear, D.K. Smith, M. Taylor. B. Tukman studied
the main directions of the development of small groups. The work of M. Belbin is devoted to the
study of the main roles performed by team members in the course of their work.
      </p>
      <p>Peter Drucker focused on the effectiveness of organizational structures, in which a team that
spends less effort on successful implementation of tasks is more effective than others. Therefore, a
well-constructed organizational structure affects the efficiency in general and the rationalization of
efforts in the organization itself. In recent years, a project organizational structure has been observed
in European institutions of higher education. Also, in modern conditions, formalized structures are
being transformed, namely, managers allocate specific tasks - projects, role powers are formed.</p>
      <p>In his works, D. E. Lysenko developed methods and models for the selection and selection of the
project team, as one of the factors for achieving the project goals, developed a methodology for the
operation of the decision-making support system of the CSDP based on multi-criteria evaluation and
the theory of precedents, during which the ranking of the degrees of "ideal candidate" with subsequent
appointment to a position in the project. However, the application of this methodology cannot be
applied in the selection of personnel for the civil defense service.</p>
      <p>Scientist A.P. Medvid studied the mechanisms of personnel policy implementation in civil defense
bodies as an important lever of development. He described the development of research methods for
management and professional qualities of personnel for the analysis of certain groups of civil
servants. The use of test results makes it possible to "de-rate" civil servants according to an integral
indicator, and also, thanks to the analysis of certain individual qualities, to analyze what needs to be
"tightened" by the staff for greater efficiency and to meet professional competence. This work
requires further management development in personnel policy based on European standards.</p>
      <p>Professor I. V. Chumachenko paid special attention to models of formation and management of
human resources in a multi-project environment, programs and interaction between project
stakeholders. He formed a competent approach to the formation of a project team with limited human
resources, but this method has a number of limitations that are not suitable for use in the apparatus of
military formations where the scale of human interactions is greater than typical projects.</p>
      <p>In his works, the scientist A. V. Olenich studied the peculiarities of the formation of project teams
according to the old and new approaches. He described the issue of staff turnover, which forms a
"bank" of collective acquired experience. He argued that modern success is achieved thanks to
innovation and awareness of all participants in projects, which make it possible to achieve the set
goals quickly and with minimal costs. But the paramilitary services do not need to publicize the entire
database of information between personnel and candidates, and the implementation of innovative
technologies requires effective solutions at low costs, which is not easy to achieve today.</p>
      <p>Specialists of the Ministry of Internal Affairs developed automated psycho-diagnostic complexes
for determining the suitability of candidates for military service and for higher military educational
institutions of civil protection. In these studies, special attention was paid to the mental readiness of
candidates in real stressful conditions for the formation of individual characteristics with further
evaluation of service applicants. These complexes require refinement and new formalized and
described models.</p>
      <p>In order to implement these methods in the civil defense system, it is necessary to take into
account the specifics of passing and carrying out the service. Attention should be paid to the project
approach, which is becoming more and more relevant.</p>
      <p>The organizational structure of management is a complete hierarchical system consisting of
ordered components and levels of management, the elements of which are subdivisions. In which
communication and effective functioning is organized through its interaction with the internal and
external environment. Its competent construction can increase the effectiveness of the organization.
The concept of organizational flexibility means the organization's ability to accept changes, adapt to
events in the external and internal environment.</p>
      <p>In the conditions of management automation, the methods of modeling objects of organizational
design are gaining significant application. Methods and models of designing the organizational
structure of the enterprise are analyzed in the work. In the design of organizational structures of
enterprises, regression equations, simulation models, polynomials of various degrees and combined
mathematical models are used to compare structural and functional relationships. The criteria for
building the structure of the management apparatus are: the rule of control, the degree of
centralization of functions, the number of levels of management, the number of links, the size of
subdivisions, the order of subordination and interconnection. The task of managing the structure of
the OS is formulated as the task of finding a set of structures that would contribute to the
achievement of goals.</p>
      <p>Linear organizational structures are considered simpler in complexity than matrix ones and are
effective in situations in which external requirements change frequently. And the matrix ones are
effective with unchanged external requirements for the OS. The process of transformation can be
described as the creation or disassembly of new hierarchies.</p>
      <p>Cooperation between different organizations in a highly dynamic environment is effective when
using a network structure. With a generally accepted approach, a network structure connects different
organizations that are united by a pool of resources and activities aimed at achieving a common goal.
The network form does not require significant financial resources and investments due to the rapid
creation of partnerships and the joining of new network members, which in turn led to the
development of virtual teams.</p>
      <p>Many researchers confirm that about 80% of respondents put the factor of human relations in the
first place among all factors affecting the successful implementation of the project, so the priority of
this area of activity is not in doubt. Many foreign scientists deal with the issue of team management,
and in Ukraine, the issue of team management is considered as one of the elements of the project
management process.</p>
      <p>So, summarizing all of the above, the term "team" can be defined as a group of creative people
united around one leader, engaged in a common cause with pleasure, combining their personal goal
with the general one, and consciously interacting with each other to achieve it, and the result of their
work is a qualitatively new product. As a result of the analysis of scientific works, it was found that
such types of organizational structures as linear, divisional, matrix, project, network are actively
functioning in practice.</p>
    </sec>
    <sec id="sec-3">
      <title>3. The bulk of research</title>
      <p>A review of the literature on management and leadership demonstrates the interrelationship, both
of which are key aspects of PMI's talent triangle. Research shows that 75% of organizations believe
that leadership is a critical skill, especially in an increasingly complex environment. Leadership skills
enable people to motivate and direct others, increasing overall performance.</p>
      <p>Successful implementation of the project requires leaders who possess the necessary
competencies. There are many scientific theories of leadership that define leadership styles that apply
in certain circumstances. Among modern scientific theories regarding the functions of leadership, we
single out two: the value-content approach and the approach of I. Adizes. From the point of view of
value-content orientations, which are formed on the basis of values, motives and goals in team
formation, the following main functions are distinguished: symbolic, instrumental and emotional.</p>
      <sec id="sec-3-1">
        <title>Areas of project Functions of the project manager</title>
        <p>management
knowledge
Project resource Performance of functions related to planning, acquisition and management of
management technical, material and other resources necessary for project implementation;
formation of an effective organizational structure of the project team,
organization, management of its work, motivation of project team members,
conflict resolution; monitoring the use of resources in order to optimize them.</p>
        <p>Project quality Determination and adaptation of the policy of the organization of quality
management management processes regarding the planning, management and control of the
project and the achievement of compromise solutions regarding the necessary
level of product quality requirements to meet the expectations of stakeholders:
coordination of requirements and quality standards for the project and its
product, the procedure for testing and inspecting the product, ensuring
resources and their necessary quantity to achieve the specified quality.</p>
        <p>Project Identifying and managing project stakeholders, planning and managing their
stakeholder involvement in the project, establishing quality communications with
management stakeholders to maximize their expectations, monitoring relationships and, if
necessary, modifying their engagement strategies.</p>
        <p>Project Development of a communications strategy and plan, taking into account the
communications information needs of all project stakeholders, establishing effective feedback,
management communications management and monitoring.</p>
        <p>Project schedule Performance of functions related to the timely implementation of the project:
management definition of the policy for the development and management of the project
schedule, adaptation of management methods for a specific project,
management of the process of definition of specific works and tasks for
obtaining the project result, their sequence and duration, planning of providing
human, technical, material and other resources (their optimization), analysis of
existing limitations, monitoring of project status and making appropriate
decisions regarding necessary changes.</p>
        <p>Project content Management of the processes of determining the content of the project and the
management product of the project, determining, agreeing and managing the requirements
of interested parties to achieve the goals of the project, coordinating the
development of the hierarchical structure of work, monitoring the status of the
project content and managing the necessary changes.</p>
        <p>Project Development of a project management plan, providing the necessary
integration knowledge in the process of project implementation, managing the execution
management of works, making integrated decisions regarding key changes, monitoring and
controlling the project, collecting data on the achieved results in order to
inform interested parties, managing the transition between phases, closing
phases and completing the project .</p>
        <p>Leadership in team management includes a number of key competencies that help a leader ensure
the success of his team. Some of them:
• Defining the goal and direction. A leader must have a cfletahre tveiasmio'ns goals and
objectives, as well as know how to achieve them. It is important to remember that goals should be
realistic and achievable.
• People management. A leader must have the ability to manage people and create effective tea
This includes support, motivation and team development.
• Communication. A leader must be open and effective in communicating
includes the ability to listen, communicate and resolve conflicts.
with his team. Th
• Planning and organization. The leader must beplaanbalend toorganize the work of the team. This
includes the allocation of tasks, control and evaluation of work results.
• Innovation and development. A leader must be able to generate new ideas and
continuous development of the team. This will help keep the team in good shape and increase their
productivity.</p>
        <p>Leadership skills can be developed through study, practice and experience working with teams. It
is important to pay attention to the development of communication skills, a culture of cooperation and
work with stress. It is also worth paying attention to personal development.
Function name Functions of the project leader
Training, Conducting the right work with team members and providing them with the
consulting and necessary knowledge to develop in accordance with their expectations.
development
function
The function of Encouraging teamwork and forming a team's value system, establishing rules
forming a and norms of behavior for its members to create strong relationships. The
system of leader must embody the ideal of adherence to the values established by the
values in the team.
team
Group
dynamics
management
function
Adaptation
function
Motivation
function</p>
        <p>Management of the process of group interaction, including management of
the emotional state of the team: maintaining a positive psychological climate
within the team, resolving conflicts, establishing intra-group
communications.</p>
        <p>Implementation of actions aimed at preserving the team and its adaptation to
changes contributes to the development of the group in the long term.</p>
        <p>Constant and purposeful motivation of members and the entire team and
other project participants to achieve the necessary results. Ensuring that each
team member is motivated to complete their tasks.</p>
        <p>Building strong relationships within the team and with external stakeholders.</p>
        <p>Selection of the necessary methods and ways of coordinating the work of
team members taking into account the situation for the team to achieve the set
goals.</p>
        <p>Providing team members with a clear vision of project goals and strategies
for achieving them, setting the team up to achieve results.</p>
        <p>When solving problematic tasks related to the reorientation of organizational goals or changing the
ways of achieving them, the most attractive form of organizational structure is a project team. These
are formed groups where executors are attached to the project for the period of its life cycle and are
fully subordinated to the project manager.</p>
        <p>The organizational structure includes organizational forms and project management structures. The
organizational form is the organization of interaction and mutual relations between all project
participants. Forms of organizational structure are considered at the internal and external levels. The
internal level reflects the relationships between individual managers and groups that execute the
project. The external level implies the existence of a certain structure of relations between individual
performers and groups involved in the implementation of the project, their parent units and
departments.</p>
        <p>Among the external organizational structures, the following main forms are distinguished: the
form of a project team, a matrix organization, a hybrid organizational structure, a modular
communication structure. The main forms of the internal structure are:
• internal functionalization,
• internal matrix structure,
• divisional sutcrture,
• centralized or decentralized forms of organization of large projects.</p>
        <p>Two approaches to the formation of the organizational structure can be distinguished:
• functional– specialists of one specialty, professions are united into functional divisions;
• targeted- performers of different specialties or functions are united and work together on a
certain part of the project or task.</p>
        <p>The best type of organizational management structure for project work is a matrix structure, which
corresponds to the programmatic and target nature of project activities to a greater extent. The matrix
structure is based on a functional structure, in which relations are built on vertical connections - "leader
subordinate". To solve specific project tasks, temporary creative teams or temporary project groups
headed by project managers are created in this structure. These groups are made up of specialists from
the relevant functional departments. Interaction of project managers with functional departments is
carried out horizontally, as well as through traditional vertical connections, resulting in a matrix of
interaction.</p>
        <p>The matrix structure makes it possible to flexibly maneuver human resources by redistributing
them between projects, but with the condition of preserving their administrative belonging to the
relevant functional departments. A feature of the matrix management structure is that the project
manager does not have control over the personnel involved in the project. The project manager
determines what needs to be done and when, and the functional manager decides who will do the
work and how. Using this type of structure, it is important to constantly monitor that the actual data
correspond to the planned, to establish a well-established control system for the progress of work on
the project, the quality of execution, costs and deadlines.</p>
        <p>There are the following types of matrix organizational structure:
1) functional;
2) balance sheet;
3) design;
4) contractual.</p>
        <p>The structure of modular communication is used to ensure flexibility in companies, functions on
the basis of modules, performers are full members of the project team, involved in projects for a
certain period of time. Modules are introduced and withdrawn from the project as needed, combined
and recombined into different systems. The hybrid organizational structure of the project is a
combination of the above basic forms. It can be used for both large and small projects.</p>
        <p>Operation
Graphodynamic</p>
        <p>modeling of
unification OBS</p>
        <p>Graphodynamic model</p>
        <p>P-function
10F(9N)
8
7
6
5
4
213 01
0 1 2 3 4 5 6 7 8 9 N</p>
        <p>The evaluation criteria of OBS are: flexibility, manageability, speed of reaction, degree of
delegation of authority of project managers and influence of the project manager.</p>
      </sec>
      <sec id="sec-3-2">
        <title>Characteristic</title>
        <p>Application of effective management approaches and mechanisms of
similar organizations.</p>
        <p>It is based on the use of computers at all stages of work.</p>
        <p>Methods aimed at fulfilling the project goal, for example: questionnaire
survey, value analysis, selection of evaluation criteria.</p>
        <p>Reconstruction of OBS and management on a modern technological basis.</p>
        <p>Programmatic and structural correspondence of the tree of goals and
executors to the given goal.</p>
        <p>On the basis of a survey of a number of experts, an analysis of activities
and recommendations for OBS is carried out.</p>
        <p>Qualitative and quantitative formation of the system of goals, analysis of
OBS for compliance.</p>
        <p>Creation of individual projects for the organization.</p>
        <p>Rapid integration of blocks into a complete OBS that provides flexibility.</p>
        <p>Inconsistency of OBS activities with the mission and strategy of the
organization and the needs of society.</p>
        <p>The criteria for the construction of OBS are: the rule of control, the degree
of centralization of functions, the number of management levels, the number
of links, the size of subdivisions, the order of subordination and the
relationship.</p>
        <p>The main models of OBS design are: grapho-analytical models, grapho-analytical,
mathematicalcybernetic, natural models and mathematical-statistical models. Organizational structures of
organizations are divided into formal and informal. They are classified according to the following
characteristics: according to the temporal conditions of existence (permanent, temporary); according
to the degree of flexibility (mechanistic, adaptive); by the level and depth of decision-making
(onedimensional, multi-dimensional); by interaction with a person (corporate, individual); by work
technology (real, virtual). The linear structure (LS) has the form of a tree in which the relationships
between participants characterize the subordination of team members to only one higher-level
manager. Instead, the matrix structure (MS) is characterized by relationships in which team members
of the organizational system (OS) are simultaneously subordinate to several higher-level managers of
the system.</p>
        <p>x
itr
a
M</p>
        <p>Functional
structure
weak
balanced
strong
Project-oriented</p>
        <p>Characteristics of the project
Powers of managers</p>
        <p>Resource</p>
      </sec>
      <sec id="sec-3-3">
        <title>Budget control The role of the</title>
        <p>by the manager mparonjaegcetr</p>
        <p>Administrative staff
for project
management
low
limited
limited
high
high
small</p>
        <p>Functional
limited</p>
        <p>Functional
partial
partial
limited
by several</p>
        <p>permanent
enough</p>
        <p>Project manager</p>
        <p>permanent
enough</p>
        <p>Project manager
permanent
temporary
temporary
constant
constant
constant
Oriented graphs are used to represent organizational hierarchies G  W , E  , which are given by
the set of vertices W and the set of arcs E  WxW . A set of arcs is an ordered pair of vertices.
Hierarchical structures are described by acyclic directed graphs.</p>
        <p>The purpose of the organizational hierarchy is to coordinate the actions of managers.</p>
        <p>Their technology is allocated to the planning of the organization. Let's mark N  {k1,,
kn}multiple team members (n  1) , M-set of project managers.</p>
        <p>Accordingly, the organizational hierarchy will have the form of an acyclic graph  W , E  with
many vertices W  N  M and a set of arcs E  WxM . Thus, a directed cyclic graph G  NM , E 
with multiple subordinate arcs E  (N  M )xM .</p>
        <p>The formation of virtual teams allows you to effectively manage the project's human resources.
They are formed from a group of applicants who are united by a common goal.</p>
        <p>In the project team where a temporary virtual organization is formed, it is allowed to use special
expert knowledge and at the same time the experts do not cross each other.</p>
        <p>Also, this format allows you to form teams that have geographic restrictions and at the same time
save resources. Such cross-functional teams are characterized by flexibility, which is an important
parameter in an open organizational system, as well as self-management.</p>
        <p>The role of leader can be transferred between all team members.</p>
        <p>Thanks to the virtual format, the speed of recruiting candidates and restructuring the composition
of the team is high.</p>
        <p>Virtual organization (VO) can be considered as a complex socio-technical system of virtual teams
that interact thanks to the Internet and artificial intelligence methods.</p>
        <p>Object-oriented design, database and knowledge management systems have evolved into
multiagent systems (MAS) technologies.</p>
        <p>Such systems have successfully proven themselves in the tasks of eliminating the consequences of
emergency situations and modeling social structures and units.</p>
        <p>The reasons for the urgency of transforming organizational structures into more modern ones,
their functioning as multi-agent systems, are related to the complexity of modern systems and
organizations, inefficient management of information flows and time spent on decision-making.</p>
        <p>manager</p>
      </sec>
      <sec id="sec-3-4">
        <title>Formation of a virtual project team</title>
        <p>Data for
recommen
dations</p>
      </sec>
      <sec id="sec-3-5">
        <title>Graphodynamic modeling OBS</title>
        <p>1
3
2
4
5 6 7 8 9 10 11 12</p>
      </sec>
      <sec id="sec-3-6">
        <title>Analysis of hierarchical structures</title>
      </sec>
      <sec id="sec-3-7">
        <title>Expert ranking of alternatives</title>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>4. Conclusions</title>
      <p>Organizational structures for project teams were analyzed and classified. The proposed models
can be used for the development of information technology and the design of organizational
systems. Thanks to this system, the manager is provided with recommendations for making
personnel decisions, which are generated from a set of alternatives of organizational structures
according to a set of criteria.</p>
    </sec>
    <sec id="sec-5">
      <title>5. References</title>
    </sec>
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