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            <front>

                <journal-meta>
                                                                <journal-id>ij3dptdi</journal-id>
            <journal-title-group>
                                                                                    <journal-title>International Journal of 3D Printing Technologies and Digital Industry</journal-title>
            </journal-title-group>
                            <issn pub-type="ppub">2602-3350</issn>
                                        <issn pub-type="epub">2602-3350</issn>
                                                                                            <publisher>
                    <publisher-name>Kerim ÇETİNKAYA</publisher-name>
                </publisher>
                    </journal-meta>
                <article-meta>
                                        <article-id/>
                                                                <article-categories>
                                            <subj-group  xml:lang="en">
                                                            <subject>Engineering</subject>
                                                    </subj-group>
                                            <subj-group  xml:lang="tr">
                                                            <subject>Mühendislik</subject>
                                                    </subj-group>
                                    </article-categories>
                                                                                                                                                        <title-group>
                                                                                                                        <article-title>SYSTEM-DYNAMIC MODELS OF DESTRUCTIVE INFORMATIONAL INFLUENCE IN SOCIAL NETWORKING SERVICES</article-title>
                                                                                                                                                                                                <trans-title-group xml:lang="tr">
                                    <trans-title>SYSTEM-DYNAMIC MODELS OF DESTRUCTIVE INFORMATIONAL INFLUENCE IN SOCIAL NETWORKING SERVICES</trans-title>
                                </trans-title-group>
                                                                                                    </title-group>
            
                                                    <contrib-group content-type="authors">
                                                                        <contrib contrib-type="author">
                                                                    <contrib-id contrib-id-type="orcid">
                                        https://orcid.org/0000-0001-9864-2463</contrib-id>
                                                                <name>
                                    <surname>Molodetska</surname>
                                    <given-names>Kateryna</given-names>
                                </name>
                                                                    <aff>Zhytomyr National Agroecological University</aff>
                                                            </contrib>
                                                    <contrib contrib-type="author">
                                                                    <contrib-id contrib-id-type="orcid">
                                        https://orcid.org/0000-0002-0179-5226</contrib-id>
                                                                <name>
                                    <surname>Tymonin</surname>
                                    <given-names>Yuriy</given-names>
                                </name>
                                                                    <aff>Zhytomyr National Agroecological University</aff>
                                                            </contrib>
                                                                                </contrib-group>
                        
                                        <pub-date pub-type="pub" iso-8601-date="20190831">
                    <day>08</day>
                    <month>31</month>
                    <year>2019</year>
                </pub-date>
                                        <volume>3</volume>
                                        <issue>2</issue>
                                        <fpage>137</fpage>
                                        <lpage>146</lpage>
                        
                        <history>
                                    <date date-type="received" iso-8601-date="20190415">
                        <day>04</day>
                        <month>15</month>
                        <year>2019</year>
                    </date>
                                                    <date date-type="accepted" iso-8601-date="20190715">
                        <day>07</day>
                        <month>15</month>
                        <year>2019</year>
                    </date>
                            </history>
                                        <permissions>
                    <copyright-statement>Copyright © 2017, International Journal of 3D Printing Technologies and Digital Industry</copyright-statement>
                    <copyright-year>2017</copyright-year>
                    <copyright-holder>International Journal of 3D Printing Technologies and Digital Industry</copyright-holder>
                </permissions>
            
                                                                                                <abstract><p>In modern conditions, social networking serviceshave become one of the most popular mass media. Due to a large number ofadditional functions, besides providing social communication, services are usedto influence social and political processes. As a result of the spread ofcontent of destructive matter from anywhere in the world by intruders, threatsto the state&#039;s information security are being delivered. Currently there are novalid and effective methods to opposing the information impact on virtualcommunity actors in social networking services. Therefore, the scientific andapplied task of improving and further developing models of destructiveinformational influence in social networking services, which is going to allowto oppose threats to the state&#039;s information security timely, is especiallyurgent. In the article the model of destructive informational influence insocial networking services is offered on the basis of the system dynamicsmethod by J. Forrester. The conceptual basis of the system-dynamic model, whichincludes content, traffic content, and dynamics’ index number of content intime, is formulated. The approaches to constructing loops of linear andnonlinear feedback of actors’ interaction in the virtual communities of socialnetworking services are presented. Nonlinear analytical models of systemdynamics of informational influence in social Internet services as partialcases of second-order nonlinear differential equations are developed. Theapproaches to conducting a controlled transition of the information space ofsocial networking services through parametric control using a system-dynamicmodel of destructive informational influence are offered. The considered modelscan be used for constructing complex models of system dynamics of socialcommunication in virtual communities in the conditions of conductinginformation confrontation in order to ensure state’s information security insocial networking services.</p></abstract>
                                                                                                                                    <trans-abstract xml:lang="tr">
                            <p>In modern conditions, social networking services have become one of the most popular mass media. Due to a large number of additional functions, besides providing social communication, services are used to influence social and political processes. As a result of the spread of content of destructive matter from anywhere in the world by intruders, threats to the state&#039;s information security are being delivered. Currently there are no valid and effective methods to opposing the information impact on virtual community actors in social networking services. Therefore, the scientific and applied task of improving and further developing models of destructive informational influence in social networking services, which is going to allow to oppose threats to the state&#039;s information security timely, is especially urgent. In the article the model of destructive informational influence in social networking services is offered on the basis of the system dynamics method by J. Forrester. The conceptual basis of the system-dynamic model, which includes content, traffic content, and dynamics’ index number of content in time, is formulated. The approaches to constructing loops of linear and nonlinear feedback of actors’ interaction in the virtual communities of social networking services are presented. Nonlinear analytical models of system dynamics of informational influence in social Internet services as partial cases of second-order nonlinear differential equations are developed. The approaches to conducting a controlled transition of the information space of social networking services through parametric control using a system-dynamic model of destructive informational influence are offered. The considered models can be used for constructing complex models of system dynamics of social communication in virtual communities in the conditions of conducting information confrontation in order to ensure state’s information security in social networking services.</p></trans-abstract>
                                                            
            
                                                            <kwd-group>
                                                    <kwd>social networking services</kwd>
                                                    <kwd>  state’s information security</kwd>
                                                    <kwd>  informational influence</kwd>
                                                    <kwd>  content</kwd>
                                                    <kwd>  actor</kwd>
                                            </kwd-group>
                                                        
                                                                            <kwd-group xml:lang="tr">
                                                    <kwd>social networking services</kwd>
                                                    <kwd>  state’s information security</kwd>
                                                    <kwd>  informational influence</kwd>
                                                    <kwd>  content</kwd>
                                                    <kwd>  actors</kwd>
                                            </kwd-group>
                                                                                                            </article-meta>
    </front>
    <back>
                            <ref-list>
                                    <ref id="ref1">
                        <label>1</label>
                        <mixed-citation publication-type="journal">1.	Boyd, D. M., Ellison, N. B. “Social network sites: Definition, history, and scholarship”, Journal of computer‐mediated Communication, 13(1), Pages 210-230, 2007.</mixed-citation>
                    </ref>
                                    <ref id="ref2">
                        <label>2</label>
                        <mixed-citation publication-type="journal">2.	Park, N., Kee, K. F., Valenzuela, S. “Being immersed in social networking environment: Facebook groups, uses and gratifications, and social outcomes”, CyberPsychology &amp; Behavior, 12(6), Pages 729-733, 2009.</mixed-citation>
                    </ref>
                                    <ref id="ref3">
                        <label>3</label>
                        <mixed-citation publication-type="journal">3.	Liang, T. P., Ho, Y. T., Li, Y. W., Turban, E. “What drives social commerce: The role of social support and relationship quality”, International Journal of Electronic Commerce, 16(2), Pages 69-90, 2011.</mixed-citation>
                    </ref>
                                    <ref id="ref4">
                        <label>4</label>
                        <mixed-citation publication-type="journal">4.	Hryshchuk R. V., Danyk Yu. H., “Osnovy kiberbezpeky” [Fundamentals of cybernetic security] [book in Ukrainian], 636 pages, ZhNAEU, Zhytomyr, 2016.</mixed-citation>
                    </ref>
                                    <ref id="ref5">
                        <label>5</label>
                        <mixed-citation publication-type="journal">5.	Yevseiev S., Ostapov S., Rzaiev Kh., Nikolaienko V., “ Otsinka obminu danymy v hlobalnykh obchysliuvalnykh merezhakh na osnovi kompleksnoho pokaznyka yakosti obsluhovuvannia merezhi” [Estimation of data exchange in global computer networks on the basis of an integrated indicator of network service quality] [article in Ukrainian], Radio Electronics, Computer Science, Control, 1(40), Pages 115–128, 2017.</mixed-citation>
                    </ref>
                                    <ref id="ref6">
                        <label>6</label>
                        <mixed-citation publication-type="journal">6.	Hryshchuk R., Molodetska-Hrynhchuk K., “Methodological Foundation of State’s Information Security in Social Networking Services in Conditions of Hybrid War,” Information &amp; Security: An International Journal, Vol. 41, Pages 55-73, 2018.</mixed-citation>
                    </ref>
                                    <ref id="ref7">
                        <label>7</label>
                        <mixed-citation publication-type="journal">7.	Badawy, A., Ferrara, E., Lerman, K. “Analyzing the digital traces of political manipulation: The 2016 russian interference twitter campaign”, 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Pages 258-265, 2018.</mixed-citation>
                    </ref>
                                    <ref id="ref8">
                        <label>8</label>
                        <mixed-citation publication-type="journal">8.	Giles, K. “The Next Phase of Russian Information Warfare”, NATO Strategic Communications Centre of Excellence, Vol. 20, 16 Pages, 2016.</mixed-citation>
                    </ref>
                                    <ref id="ref9">
                        <label>9</label>
                        <mixed-citation publication-type="journal">9.	Hrabar, I., Hryshchuk, R., Molodetska, K. “Bezpekova synerhetyka: kibernetychnyi ta informatsiinyi aspekty” [Security synergy: cybernetic and informational aspects] [book in Ukrainian], Eds. R. Hryshchuk, ZhNAEU, Zhytomyr, 280 pages, 2019.</mixed-citation>
                    </ref>
                                    <ref id="ref10">
                        <label>10</label>
                        <mixed-citation publication-type="journal">10.	Molodetska, K. “Uzahalnena klasyfikatsiia zahroz informatsiinii bezpetsi derzhavy v sotsialnykh internet-servisakh” [Generalized classification of threats to the state&#039;s information security in social networking services] [article in Ukrainian], Information Protection, Iss. 23, Pages 75-87, 2016.</mixed-citation>
                    </ref>
                                    <ref id="ref11">
                        <label>11</label>
                        <mixed-citation publication-type="journal">11.	Molodetska-Hrynchuk, K. “Model systemy pidtrymky pryiniattia rishen dlia vyiavlennia oznak zahroz informatsiinii bezpetsi derzhavy u sotsialnykh internet-servisakh ta otsiniuvannia yikh rivnia” [Model of Decision Support System for Detection the Threats Signs to Information State Security in Social Networking Services and Assessment of Their Level] [article in Ukrainian], Information Security, Vol. 23, No. 2, Pages 136-144, 2017.</mixed-citation>
                    </ref>
                                    <ref id="ref12">
                        <label>12</label>
                        <mixed-citation publication-type="journal">12.	Hajian, B., White, T. “Modelling influence in a social network: Metrics and evaluation”, 2011 IEEE Third International Conference on Privacy, Security, Risk and Trust and 2011 IEEE Third International Conference on Social Computing, IEEE, Pages 497-500, 2011.</mixed-citation>
                    </ref>
                                    <ref id="ref13">
                        <label>13</label>
                        <mixed-citation publication-type="journal">13.	Rashidi, T. H., Abbasi, A., Maghrebi, M., Hasan, S., Waller, T. S. “Exploring the capacity of social media data for modelling travel behaviour: Opportunities and challenges”, Transportation Research Part C: Emerging Technologies, 75, Pages 197-211, 2017.</mixed-citation>
                    </ref>
                                    <ref id="ref14">
                        <label>14</label>
                        <mixed-citation publication-type="journal">14.	Bello-Orgaz, G., Jung, J. J., Camacho, D. “Social big data: Recent achievements and new challenges”, Information Fusion, 28, Pages 45-59, 2016.</mixed-citation>
                    </ref>
                                    <ref id="ref15">
                        <label>15</label>
                        <mixed-citation publication-type="journal">15.	Molodetska-Hrynchuk, K. “Adaptatsiia metodiv teorii khaosu dlia zabezpechennia informatsiinoi bezpeky derzhavy u sotsialnykh internet-servisakh” [Adaptation of Chaos Theory Methods to Provide State Information Security in Social networking Services] [article in Ukrainian], Bulletin of the Zhytomyr National Agroecological University, No. 2 (61), t. 1, P. 180-187. 2017</mixed-citation>
                    </ref>
                                    <ref id="ref16">
                        <label>16</label>
                        <mixed-citation publication-type="journal">16.	Forrester, J. W. “System dynamics – the next fifty years”, System Dynamics Review: The Journal of the System Dynamics Society, 23(2‐3), Pages 359-370, 2007.</mixed-citation>
                    </ref>
                                    <ref id="ref17">
                        <label>17</label>
                        <mixed-citation publication-type="journal">17.	Forrester, J. W. “System dynamics: the foundation under systems thinking”, Sloan School of Management. Massachusetts Institute of Technology, 1999.</mixed-citation>
                    </ref>
                                    <ref id="ref18">
                        <label>18</label>
                        <mixed-citation publication-type="journal">18.	Forrester, J. W. “Industrial dynamics”, Journal of the Operational Research Society, 48(10), Pages 1037-1041, 1997.</mixed-citation>
                    </ref>
                                    <ref id="ref19">
                        <label>19</label>
                        <mixed-citation publication-type="journal">19.	Gharajedaghi, J. “Systems thinking: Managing chaos and complexity: A platform for designing business architecture”, Elsevier, 350 Pages, 2011.</mixed-citation>
                    </ref>
                                    <ref id="ref20">
                        <label>20</label>
                        <mixed-citation publication-type="journal">20.	Gharajedaghi, J. “Systems thinking: a case for second-order-learning”, The Learning Organization, 14(6), Pages 473-479, 2007.</mixed-citation>
                    </ref>
                                    <ref id="ref21">
                        <label>21</label>
                        <mixed-citation publication-type="journal">21.	Mahov, S. “Mathematical simulation of world dynamics and sustainable development by the example of Forrester&#039;s model” [Matematicheskoe modelirovanie mirovoj dinamiki ustojchivogo razvitija na primere modeli Forrestera] [article in Russian], http://www.keldysh.ru/papers/2005/prep06/prep2005_06.html, March 19, 2019.</mixed-citation>
                    </ref>
                                    <ref id="ref22">
                        <label>22</label>
                        <mixed-citation publication-type="journal">22.	Brodsky, Yu., Grabar, I., Timonin Y. “Universalna model systemy. Metodolohichnyi aspekt” [Universal system model. Methodological aspect] [article in Ukrainian], Bulletin of the Zhytomyr National Agroecological University, 1, Pages 202-209, 2009.</mixed-citation>
                    </ref>
                                    <ref id="ref23">
                        <label>23</label>
                        <mixed-citation publication-type="journal">23.	Brodsky, Yu., Timonin, Yu., Timonin, A. “Uchet differencial&#039;nyh poter&#039; v nelinejnoj modeli jekonomicheskoj sistemy” [Accounting for differential losses in the nonlinear model of the economic system] [article in Russian], Business-Inform, 3, Pages 45-47, 2012.</mixed-citation>
                    </ref>
                                    <ref id="ref24">
                        <label>24</label>
                        <mixed-citation publication-type="journal">24.	Bayer, S. “Business dynamics: systems thinking and modeling for a complex world”, Interfaces, Vol. 34, No. 4, Pages 324-326, 2004.</mixed-citation>
                    </ref>
                            </ref-list>
                    </back>
    </article>
