Human Interaction and Emerging Technologies (IHIET-AI 2023): Artificial Intelligence and Future Applications最新文献

{"title":"The Future Impact of Digital Assistants on Aviation Safety Culture","authors":"B. Kirwan","doi":"10.54941/ahfe1002932","DOIUrl":"https://doi.org/10.54941/ahfe1002932","url":null,"abstract":"In the coming decade, Artificial Intelligence-based Digital Assistants are likely\u0000 to appear in operational aviation contexts, including the cockpit and air traffic\u0000 control Ops room. Current scenarios for such AI support include advising flight crew\u0000 during mid-flight emergencies, and executing routine air traffic duties in the Tower to\u0000 reduce complexity and controller workload. The concept for Digital Assistants goes\u0000 beyond today’s Machine Learning-based tools, which largely offer information to human\u0000 operators. Instead, the notion is of an AI-based ‘colleague’ that can engage in dialogue\u0000 with its human counterparts. This in turn leads to the notion of a Human-AI Team and\u0000 raises a host of questions about how such a team can and should function to optimise\u0000 system performance and safety. One question in particular concerns how working with a\u0000 Digital Assistant, and even potentially relying on one in safety critical scenarios,\u0000 will affect the team’s, and the parent organisation’s safety culture, since safety\u0000 culture is seen as high in the industry, and valuable in assuring passenger and crew\u0000 safety. In the European air traffic network, safety culture is measured regularly in\u0000 different countries using a standardised 50-item scientifically validated questionnaire.\u0000 This questionnaire has been applied to the Digital Assistant concept to see which facets\u0000 of safety culture might be affected. The results of this analysis have identified six\u0000 high-level concerns, but also six instances where the Digital Assistant could\u0000 potentially reinforce or improve safety culture, providing new ‘safety affordances’.\u0000 Although the current work’s focus is on aviation, the safety culture issues raised here\u0000 may also pertain to other domains including health care, the energy sector, space and\u0000 defence systems.","PeriodicalId":383834,"journal":{"name":"Human Interaction and Emerging Technologies (IHIET-AI 2023): Artificial\n Intelligence and Future Applications","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127447113","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"VOXReality: Immersive XR experiences combining language and vision AI models","authors":"Apostolos Maniatis, S. Bourou, Zacharias Anastasakis, Kostantinos Psychogios","doi":"10.54941/ahfe1002938","DOIUrl":"https://doi.org/10.54941/ahfe1002938","url":null,"abstract":"In recent years, Artificial Intelligence (AI) technology has seen significant\u0000 growth due to advancements in machine learning (ML) and data processing, as well as the\u0000 availability of large amounts of data. The integration of AI with eXtended Reality (XR)\u0000 technologies such as Virtual Reality (VR) and Augmented Reality (AR) can create\u0000 innovative solutions and provide intuitive interactions and immersive experiences across\u0000 various sectors, including education, entertainment and healthcare. The presented paper\u0000 describes the innovative Voice-drive interaction in XR spaces (VOXReality)* initiative,\u0000 funded by the European commission, that integrates language and vision-based AI with\u0000 unidirectional or bidirectional exchanges to drive AR and VR, allowing for natural human\u0000 interactions with XR systems and creating multi-modal XR experiences. It aligns Natural\u0000 Language Processing (NLP) and Computer Vision (CV) parallel progress to design novel\u0000 models and techniques that integrate language and visual understanding with XR,\u0000 providing a holistic understanding of goals, environment, and context. VOXReality plans\u0000 to validate its visionary approaches through three use cases such as a XR personal\u0000 assistant, real-time verbal communication in virtual conferences, and immersive\u0000 experience for the audience of theatrical plays.* Funded by European Union (Grant\u0000 agreement ID: 101070521)","PeriodicalId":383834,"journal":{"name":"Human Interaction and Emerging Technologies (IHIET-AI 2023): Artificial\n Intelligence and Future Applications","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120947565","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Safety and security analysis of Connected and Automated Vehicles: A methodology\u0000 based on Interaction with stakeholders","authors":"Shahzad Alam, Giedre Sabaliauskaite, Hesamaldin Jadidbonab, J. Bryans","doi":"10.54941/ahfe1002948","DOIUrl":"https://doi.org/10.54941/ahfe1002948","url":null,"abstract":"Connected and Automated Vehicles (CAVs) are becoming global phenomena and making\u0000 their way into our society. With the increase in vehicle system automation and\u0000 connectivity levels, reliance on technology increases, which reduces the human influence\u0000 on vehicle dynamic driving tasks. This development significantly transformed the nature\u0000 of human-vehicle interaction design from control to supervisory control. The final goal\u0000 of CAVs is to enable driverless rides (SAE L 4 – 5), where various stakeholders\u0000 (passengers, service providers, and insurers) will interact during the post-development\u0000 phases of the vehicle life cycle. CAVs are susceptible to safety and cyber security\u0000 attacks where a successful attack could lead to various safety, operational, financial,\u0000 and privacy losses. This paper aims to propose a methodology for safety and security\u0000 analysis of CAV interaction with various stakeholders and is aligned with automotive\u0000 cyber security standard ISO/SAE 21434 TARA. This standard provides the guideline to\u0000 perform risk management for vehicles, considering the vehicle system level only; whereas\u0000 the prescribed methodology will complement standard ISO/SAE 21434, performs safety and\u0000 security analysis based on the CAV - Stakeholders interaction model and investigates the\u0000 impact of cybersecurity incidents on various stakeholders. The paper presents the\u0000 methodology which builds upon knowledge combining the known techniques from safety and\u0000 security domains. The research results in developing an interaction model, and\u0000 identifying interaction assets, their vulnerabilities, and threats. Furthermore, it\u0000 performs an attack consequences analysis to demonstrate the impact of the attack on\u0000 various stakeholders. The developed methodology can be applied to any post-development\u0000 phase of the CAV life such as operation, maintenance, and decommissioning.","PeriodicalId":383834,"journal":{"name":"Human Interaction and Emerging Technologies (IHIET-AI 2023): Artificial\n Intelligence and Future Applications","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123768455","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Blinking, Beeping or Just Driving? Investigating Different Communication Concepts\u0000 for an Autonomously Parking E-Cargo Bike from a User Perspective","authors":"Isabel Kreißig, Tina Morgenstern, J. Krems","doi":"10.54941/ahfe1002930","DOIUrl":"https://doi.org/10.54941/ahfe1002930","url":null,"abstract":"While autonomously parking e-cargo bikes offer the potential to enhance users’\u0000 comfort and time efficiency at sharing-stations, it is important to ensure a safe and\u0000 useable interaction. External human machine interfaces (eHMIs) provide a possible\u0000 solution for highly automated systems to communicate relevant information and to ensure\u0000 system transparency. We conducted a laboratory study investigating three different\u0000 communication concepts for autonomously parking e-cargo bikes: (1) a visual eHMI, (2) an\u0000 auditory eHMI, and (3) a baseline condition. Participants (N = 36) watched videos of an\u0000 autonomously parking e-cargo prototype and assessed each concept regarding user\u0000 experience, acceptance, perceived safety, and trust. Results revealed a clear ranking of\u0000 communication concepts with the visual eHMI rated to be most suitable followed by the\u0000 auditory eHMI, whereas ratings for the condition without eHMI revealed considerable\u0000 concerns for all aspects. Our findings suggest important implications for designing user\u0000 interfaces for self- parking e-cargo bikes.","PeriodicalId":383834,"journal":{"name":"Human Interaction and Emerging Technologies (IHIET-AI 2023): Artificial\n Intelligence and Future Applications","volume":"113 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126973998","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Comparison in virtual reality based on efficiency for product assembly","authors":"Gabriela G. Reyes-Zárate, Eduardo Caballero Montes, Jorge A. Gonzalez-Mendivil, Uziel Hernández Espejo","doi":"10.54941/ahfe1002942","DOIUrl":"https://doi.org/10.54941/ahfe1002942","url":null,"abstract":"Virtual Reality technology (VR) can be used for manufacturing training within a\u0000 reduced space to allow trainees to manipulate objects in a simulated environment. Based\u0000 on the information obtained from this recreation exercise, the production planning team\u0000 can implement the proper adjustments prior to the beginning of an assembly. During a\u0000 Project Evaluation and Management course, five students from Tecnologico de Monterrey\u0000 created a VR space with pieces for assembly in a laboratory, designed with the previous\u0000 user experience from the students. The main objective of this study was to test the\u0000 effectiveness of a drill pump assembly process to analyze the assembly time. The study\u0000 included 44 third-year undergraduate engineering students, 22 females. After the VR\u0000 study, a statistical test was performed to analyze the results, which indicated that the\u0000 group of students reduced the cycle time by 67% after two times compared to the first\u0000 tryout. In addition, no significant differences were observed in the assembly time\u0000 between the male and female students.","PeriodicalId":383834,"journal":{"name":"Human Interaction and Emerging Technologies (IHIET-AI 2023): Artificial\n Intelligence and Future Applications","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134091894","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Exploration of Intercultural Mechanism of Language through the Interaction with\u0000 Sensitive Qualities of Artistic Objects","authors":"Jorge Gil Tejeda, Lorena Olmos Pineda","doi":"10.54941/ahfe1002929","DOIUrl":"https://doi.org/10.54941/ahfe1002929","url":null,"abstract":"Through the study of 346 artistic products, related to digital paintings from the\u0000 Medieval period, the relationship between the intercultural mechanism of contemporary\u0000 language and the qualities of paintings were studied. In this sense the tool developed\u0000 by Wingfield, C., & Connell, L. (2022) was used, in which the semantic similarity\u0000 based on user experience was analyzed. In relation to the qualities of artistic object\u0000 the tetrachoric coefficient of darkness was considered to analyze as one of fundamental\u0000 sensitive factors of artistic work, so the variables were reduced to the dichotomy:\u0000 darkness of the digital work in RGB system and concepts based on experience. Likewise, a\u0000 classification of 57 relevant topics of digital works were obtained. The results suggest\u0000 the existence of a low relationship in the dichotomy: darkness of image - concept based\u0000 on experience; However it was observed that as the closeness of the concept increases in\u0000 relation to the Middle Ages, there is less tendency to find works with a prominent\u0000 darkness in the digital image., Which suggests that the formation of contemporary\u0000 concepts related to the Middle Ages are not dependent on the darkness of the work. The\u0000 intention of these studies lies on exploring the relationship of the intercultural\u0000 mechanism of language based on semantic similarity -proposed by Wingfield, C., &\u0000 Connell, in groups of contemporary users and the interaction with sensitive qualities of\u0000 objects created in ancient times.","PeriodicalId":383834,"journal":{"name":"Human Interaction and Emerging Technologies (IHIET-AI 2023): Artificial\n Intelligence and Future Applications","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131634548","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Quantitative assessments in evaluating the effectiveness of arterial hypertension\u0000 treatment: new technologies","authors":"I. Kurnikova, R. Sargar, Alex J. Pavlov, Zhanar Baisenbaeva, N. Zabrodina, M. Zavalina","doi":"10.54941/ahfe1002959","DOIUrl":"https://doi.org/10.54941/ahfe1002959","url":null,"abstract":"Background. In the practice of clinical research, it is traditionally accepted to\u0000 evaluate parameters that characterize the degree of impairment or loss of the function\u0000 of an organ or system, and not their preservation. A fundamental change in the approach\u0000 distinguishes a new trend in modern medicine, which makes it possible to assess the\u0000 degree of preservation of functional resources, which was the basis of this study.Study\u0000 purpose: To develop a method for dynamic quantitative assessment of the severity of\u0000 arterial hypertension and evaluate the relationship between a qualitative indicator of\u0000 arterial hypertension and a quantitative indicator.Instruments and Data Collection\u0000 Procedure. Index of adaptive aptitude (IAA) (patent for invention No. 2342900 \"Method\u0000 for eavaluation of the functional reserves of the body\", author - Kurnikova I. A.).\u0000 using automated assessment (certificates of official registration No. 2007614560 and No.\u0000 2007613898).IAA=0.011(P-P*)+0.014(S-S*)+0.008(D-D*)+0.009(W-W*),Where: P - actual heart\u0000 rate (b/min.); P* - ideal pulse rate (beats/ min.); S - systolic blood pressure, actual\u0000 average per day (mm Hg); S* – ideal systolic blood pressure (mm Hg); D - diastolic blood\u0000 pressure, actual average per day (mm Hg); D* - ideal diastolic blood pressure (mm/Hg); W\u0000 - body weight at the time of examination (kg); W* - ideal body weight (kg); H -\u0000 patient's height at the time of examination (cm).Assessment of daily heart rate\u0000 variability on the Valenta system, equipped with a program for computer processing of\u0000 spectral analysis indicators.Results:- 143 patients with arterial hypertension (AH) were\u0000 examined. The relationship between a qualitative indicator - the severity of AH and\u0000 quantitative indicators - rehabilitation potential, the numerical value of which is PAS,\u0000 the circadian index (CI) as an indicator of increased sensitivity of the heart rate to\u0000 sympathetic stimulation, and the LF/HF vago sympathetic balance coefficient, which\u0000 increases with hypersympathatic tone, was considered. Statistical analysis of the\u0000 surface plot using the weighted least squares distance allowed this relationship to be\u0000 clearly demonstrated. Quantitative analogue of the Framingham arterial hypertension\u0000 severity scale (AHSS) in a specific patient (certificate for invention №. 201152181)AHSS\u0000 = 119,31 + 2,22× (CI) - 2,03× (IAA) - 1,33×(2×(CI)) + 2,72×(CI)× (IAA) +\u0000 7,06×(IAA)where: AHSS less than 120 - normal. Mild AHSS = 121 – 130 points; average\u0000 severity of AHSS = 131 – 140 points; severe AHSS - 141 points or more. The effectiveness\u0000 of rehabilitation is good with AHSS less than 120, satisfactory - with 121 - 130;\u0000 unsatisfactory - more than 131.For illustration, the data of 54 patients are presented.\u0000 Observation group \"1\" - patients with AH (BMI<25), mean age - 49±1.9 years (19\u0000 people). Observation group \"2\" - patients with metabolic syndrome (BMI>25; HOMA\u0000 index> 2.5), mean age - 50±1.7 (35 people). All patients were assessed for ","PeriodicalId":383834,"journal":{"name":"Human Interaction and Emerging Technologies (IHIET-AI 2023): Artificial\n Intelligence and Future Applications","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133862067","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Designing a Digital Crown-Mapping Application for Pedestrian and Cyclists","authors":"Waldemar Titov, Carl Gerlach, T. Schlegel","doi":"10.54941/ahfe1002924","DOIUrl":"https://doi.org/10.54941/ahfe1002924","url":null,"abstract":"Walking and cycling as active mobility have often been forgotten in research and\u0000 planning in sub-Saharan Africa and only in recent years national and local authorities\u0000 as well as international agencies are putting more effort on this topic. There are\u0000 efforts to develop walking and cycling policies and infrastructure in cities like\u0000 Nairobi and Kampala. However, these new infrastructure projects are minimal in scope,\u0000 have design inadequacies that make them unusable or unattractive, are not wide enough to\u0000 meet walking space standards, and are in places that do not serve the majority of the\u0000 people who need to access them. To further promote active mobility in sub-Saharan Africa\u0000 while building on existing activities, combined efforts of applied research and\u0000 continuing education are required to better understand walking and cycling needs in an\u0000 African Context. The promotion of active mobility can build on existing applied research\u0000 activities in sub- Saharan Africa as well as transferable research activities in\u0000 Germany, prior introduced by Hausmann et al. 2017. Nevertheless, there is still a need\u0000 to better capture the requirements of the pedestrians and cyclists and to illustrate\u0000 their needs.","PeriodicalId":383834,"journal":{"name":"Human Interaction and Emerging Technologies (IHIET-AI 2023): Artificial\n Intelligence and Future Applications","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116011937","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Modeling and implementing program activities to support the implementation of new\u0000 technologies in the small and medium-sized enterprise sector","authors":"Sylwia Stefaniak","doi":"10.54941/ahfe1002936","DOIUrl":"https://doi.org/10.54941/ahfe1002936","url":null,"abstract":"The article is part of a doctoral dissertation, the aim of which is to implement\u0000 the Policy for the Development of Artificial Intelligence from 2020 in Poland by\u0000 modelling and implementing program activities to support the implementation of new\u0000 technologies in the small and medium-sized enterprise sector (SME), along with their\u0000 cyclical monitoring and validation. The doctoral thesis assumes that the realization of\u0000 the goal will be carried out through the collection and production of a set of good\u0000 practices that will support and facilitate the implementation of solutions based on\u0000 artificial intelligence for SME, as well as their popularization in this group, which\u0000 will fill the implementation gap (lack of addressing the needs of this target group) and\u0000 the research gap (description of program mechanisms addressing the problems of policy\u0000 implementation). For this purpose, a platform provided by the Global Partnership on\u0000 Artificial Intelligence in the form of a website is being used and adapted in Polish\u0000 market, where an entrepreneur will be able to easily validate his or her level of\u0000 maturity and can see what technologies are adequate for implementation in his or her\u0000 enterprise. The conceptual work on the portal identified three main challenges facing\u0000 SMEs: the difficulty in finding trusted AI suppliers, the lack of knowledge in AI, and\u0000 the lack of identification of business topics and strategies where AI could be\u0000 implemented in the organization. By using the portal and describing a specific way to\u0000 validate suppliers, which will also be the subject of this article, SMEs can count on\u0000 programmatic support in applying AI to business operations. During the implementation of\u0000 this tool in Poland, the author of the publication focused on entrepreneurs who do not\u0000 use technologies or the possible implementation of technologies raises many questions\u0000 (for example, of a legal nature), and thus blocks the possibility of possible\u0000 implementation. The article will indicate how AI solution providers are added\u0000 (assessment list), how SMEs can find out their level of implementation, as well as what\u0000 recommendations for changes to the portal have come from each side so as to ensure the\u0000 best possible functioning of this portal in the Polish market, thus addressing the\u0000 research and implementation problem of the PhD.","PeriodicalId":383834,"journal":{"name":"Human Interaction and Emerging Technologies (IHIET-AI 2023): Artificial\n Intelligence and Future Applications","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123523329","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Prevention of Cyberbullying in Social Media: Perspective of Female Entrepreneurs in\u0000 Bangladesh.","authors":"Mohammad Rashed Khan","doi":"10.54941/ahfe1002956","DOIUrl":"https://doi.org/10.54941/ahfe1002956","url":null,"abstract":"In recent years social media is a very popular platform for any kind of business.\u0000 During the pandemic, it became even more trendy for small business owners who run\u0000 businesses from home. Particularly in developing countries like Bangladesh where\u0000 socially and culturally women face a lot of obstacles to doing business. The number of\u0000 female entrepreneurs in Bangladesh is growing day by day as this is an opportunity for\u0000 them to earn and support their families. Initially, they prefer social media for their\u0000 business platform because there is no need for business premises, and it is easy to\u0000 target a large number of customers in a short period of time. While the prospect of\u0000 female entrepreneurship is bright for this country, they are encountering cyberbullying\u0000 on social media by some ill-minded people. This paper aims to find out how female\u0000 entrepreneurs in Bangladesh experience and can prevent cyberbullying on social media.\u0000 This is exploratory research. Qualitative data were collected through an online\u0000 semi-structured interview method by using open-ended questions. Data were analysed\u0000 thematically based on different codes and themes by using NVivo 12 software. The result\u0000 shows how female entrepreneurs get cyberbullied on social media in this country. It also\u0000 recommends some preventive actions that female entrepreneurs can exercise to protect\u0000 themselves from cyberbullying while operating their businesses on social media.","PeriodicalId":383834,"journal":{"name":"Human Interaction and Emerging Technologies (IHIET-AI 2023): Artificial\n Intelligence and Future Applications","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123118008","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}