Dr.
Yavuz Selim BALCIOĞLU
Management Information Systems
- Phone
- +90 (262) 605 1455
- ysbalcioglu@gtu.edu.tr
- Office
- Business Administration Building, 127
- Areas of interest
- Computer vision, image processing, artificial intelligence, deep learning, graphics, computational imaging, neural network
Scientific Projects
[1] TUBİTAK 3005: Machine learning for disinformation detection: Multiplatform social media analysis Project Duration: October 2024 - October 2025 (Coordinator)
[2] Afet yardımları ve Koordinasyonunda Sosyal Ağlarının Etkisinin Makine Öğrenmesi ile İncelenmesi ve Yorumlanması: Kahramanmaraş ve Hatay örneği.,Gebze Technical University, Scientific Research Project, Project Code: 2023-A-101-11, (Researcher)
[3] Using Machine Learning in Personnel Selection and Placement Processes.,Gebze Technical University, Scientific Research Project, Project Code: 2022-A-113-02, (Researcher)
[4] Yeşil Tüketime yönelik tüketici algısında sosyal medyanın rolünü anlamak için çok modelli bir derin öğrenme algoritma önerisi, Gebze Technical University, Scientific Research Project, Project Code: 2022-A-113-07, (Researcher)
[5] Biyoteknolojik Koza Yara Örtüsü, TEYDEB - 1512 Girişimcilik Aşamalı, (Researcher) 2018-2019
SSCI/SCI-E/ESCI/SCOPUS
[1] Balcıoğlu Y.S., "Mapping the Research Landscape of Business Process Management: Insight from Co-Citation Networks", Business Process Management Journal, TBA 2024 (SSCI).
[2] Balcıoğlu Y.S., "The Impact of Digital Transformation on Business Models: A Co-Word Analysis and Text Mining Approach", Keybernetes, TBA 2024 (SSCI).
[3] Balcıoğlu Y.S., Çelik A.A., Altındağ E., "Artificial Intelligence Integration in Sustainable Business Practices: A Text Mining Analysis of USA Firms", Sustainability, August 2024 (SSCI)
[4] Balcıoğlu Y.S., "Anxiety Management Strategies on TikTok: A Discourse Analysis of Collective Coping Mechanism", Journal of Mental Health, August 2024 (SSCI).
[5] Gezgin T., Ozer G., Merter A.K., Balcıoğlu Y.S., "The Mediating Role of Corporate between Net Profit and Equity and Voluntary Disclosure: In the Context of Legitimacy Theory", Sustainability, May 2024 (SSCI)
[6] Balcıoğlu Y.S., " Exploring Consumer Engagement and Satisfaction in Health and Wellness Tourism through Text-Mining", Keybernetes, July 2024 (SSCI).
[7] Balcıoğlu Y.S., Artar M., "The Evolution of Digital Leadership: Content and Sentiment Analysis of The New York Times Coverage", Current Psychology, May 2024 (SSCI).
[8] Bostan A.,Balcıoğlu Y.S., Elçi M., "Exploring the impact of Work Passion, Emotional Labor, and Psychological Capital on Burnout Syndrome: A Path Analysis Approach", Sage Open, Forthcoming 2024 (SSCI)
[9] Balcıoğlu Y.S., "Exploring Green Brand Purchase Intentions: A Text Mining Analysis of Social Media Conversations", Corporate Social Responsibility and Environmental Management, TBA 2024 (SSCI) Forthcoming.
[10] Balcıoğlu Y.S.,Artar M., Erdil O., "Improving the quality of hires via the use of machine learning and an expansion of the person-environment fit theory", Management Decision, April 2024 (SSCI).
[11] Balcıoğlu Y.S.,Artar M., "Examining TripAdvisor Reviews of Tourist Hotspots in Antalya, Turkey: A Compherensive Analysis", Journal of Destination Marketing and Management, TBA 2024 (SSCI) Awaiting assignment to Batch.
[12] Balcıoğlu Y.S., "Social media analysis for product marketing using text mining and sentiment analysis", Intelligent Data Analysis, TBA 2024 (SCI-E)Awaiting assignment to Batch.
[13] Balcıoğlu Y.S., "A multifractal-Based DCNN model for sentiment analysis", Pattern Recognition, (Awaiting assignment to Batch) 2024 (SCI-E)
[14] Cerasi C.C., Balcıoğlu Y.S., Huseynov F., "A Comprehensive Deep Learning Algorithm to Understand the Role of Social Media in Consumer Perception Towards Green Consumption", Revista de Administracao de Empresas, (Phase 2) 2024 (SSCI)
[15] Artar M., Balcıoğlu Y.S., Erdil O., "Teleworking Sentiments on Twitter: Navigating the Shift from the Digital Advancement Era to a Post-Covid World", SageOpen, Forthcoming 2024 (SSCI)
[16] Dogan B., Balcıoğlu Y.S., Elçi M., "Multidimensional Sentiment Analysis Method on Social Media Data: Comparison of Emotions During and After the Covid-19 Pandemic", Keybernetes, January 2024 (SSCI)
[17] Balcıoğlu Y.S., Artar M., "Predicting Academic Performance of Students with Machine Learning", Information Development, November 2023 (SCI-E)
[18] Tunca S.,Sezen B., Balcıoğlu Y.S., "Content and Sentiment Analysis of The New York Times Coronavirus (2019-N-Cov) Articles with Natural Language Processing (NLP) and Leximancer" Electronics, May 2023 (SCI-E)
[19] Balcıoğlu Y.S., Sezen B., Cerasi, C.C, Huang S., "Machine Design Automation Model for Metal Production Defect-Recognition with Deep Graph Convolutional Neural Network" Electronics, Feb. 2023 (SCI-E)
[20] Balcıoğlu Y.S., Sezen B., Cerasi, C.C,"Solar cell busbars surface defect detection based on Deep Convolutional Neural Network" IEEE Latin America Transactions, Jan. 2023 (SCI-E)
[21] Balcıoğlu Y.S., Sezen B., Gök Ş, Tunca S.,"Image Processing; With Deep Learning: Surface Defect Detection Of Metal Gear Production; Through Deep Learning" Materials Evaluation , Feb. 2022 (SCI-E)
[22] Balcıoğlu Y.S., Sezen B., İşler A. U., "Categorizing Consumer Segments with Latent Class Analysis: Prefences for Electric and Hybrid Vehicles in Germany, Sweden, the Netherlands, and Turkey" Social Responsibility Journal, (Awaiting assignment to Batch) 2024 (ESCI)
[23] Balcıoğlu Y.S., Artar M., " Artificial Intelligence in employee recruitment" Global Business and Organizational Excellence, January, 2024 (SCOPUS)
[24] Cerasi C.C., Balcıoğlu Y.S., Kılıç A., Huseynov F., "Embracing green choices: Sentimen analysis of sustainable consumption",The Eurasia Proceedings of Science Technology Engineering and Mathmetics, September, 2023 (SCOPUS)
Tr Dizin
[1] Balcıoğlu Y.S., "#VirtualMarketing Dynamics: Leximancer Driven Insights from Social Media Trends", İşletme Araştırma Dergisi, June 2024 (ULAKBİM)
[2] Huseynov F., Balcıoğlu Y.S., Cerasi C.Ç., "Application of Machine Learning Techniques to Predict Perceived Usability of Mobile Banking Apps in Türkiye", İşletme Araştırma Dergisi, June 2024 (ULAKBİM)
[3] Balcıoğlu Y.S., "Navigating the Sands of Emotion: A Sentiment and Subjectivity Analysis of Dune (2021) Characters", SineFilozofi, TBA 2024 (ULAKBİM)
[4] Balcıoğlu Y.S., "Analyzing Customer Sentiments and Trends in Turkish Mobile Banking Apps: A text Mining Study", Dumlupınar Üniversitesi Sosyal Bilimler Dergisi, April 2024 (ULAKBİM)
[5] Balcıoğlu Y.S., "Detecting Turkish Cyberbullyting Tweets Using Machine Learning", Düzce Üniversitesi Bilim ve Teknoloji Dergisi, TBA 2024 (ULAKBİM)
[6] Balcıoğlu Y.S., "Small object detection method with k-detector for metal parts surface defect detection", Gümüşhane Üniversitesi Fen Bilimleri Dergisi, June 2024 (ULAKBİM)
[7] Balcıoğlu Y.S., "Digital Economy: Türkiye's Development Trends", Abant Sosyal Bilimler Dergisi, March 2024 (ULAKBİM)
[8] Balcıoğlu Y.S., "Assessing the Value of Black Friday Promotions: An Analysis of Instagram Users Sentiments and Behavioral Responses", EKEV Akademi Dergisi, March 2024 (ULAKBİM)
[9] Balcıoğlu Y.S., "Analyzing the determinants of Guest Experience in Istanbul's Airbnb Market: An advanced topic modelling Approach via LDA", Kent Akademisi, March 2024 (ULAKBİM)
[10] Balcıoğlu Y.S., Akçin K., "Assessing the Surge in Covid-19 related cyberbullying on twitter: A generalized additive model approach", OPUS Journal of Society Research, October. 2023 (ULAKBİM)
[11] Balcıoğlu Y.S., Artar M., Erdil O., "Proje yönetiminde yapay zeka: Bankacılık sektöründe bir uygulama" Akademik Araştırmalar ve Çalışmalar Dergisi (AKAD), Nov. 2022 (ULAKBİM)
[12] Cerasi C.C., Balcıoğlu Y.S., Huseynov F., Kılıç A., "A comprehensive Deep learning Algorithm to understand social media's impact on Consumer perception of Green Consumption", Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi, June 2024 (ULAKBİM)
[13] Merter K., Balcıoğlu Y.S., Çerez S., Özer G., "The Effect of firm characteristics on the release time of financial reports: An Empirical analysis on the companies traded in Borsa Istanbul, Gaziantep University Journal of Social Sciences, April 2024 (ULAKBİM)
[14] Merter K., Balcıoğlu Y.S., Çerez S., Özer G., "Kurumsal yönetimin faaliyet raporlarının yayınlanma zamanı üzerindeki etkisi: Borsa istanbul'da bir uygulama, Manas Sosyal Araştırmalar Dergisi, April 2024 (ULAKBİM)
[15] Merter K., Balcıoğlu Y.S., Çerez S., Özer G., "Evaluation of Annual Reports by Text Analysis: An Application in Bist100 Index, Maliye ve Finans Yazıları, April 2024 (ULAKBİM)
[16] Balcıoğlu Y.S., Sezen B., "A Hybrid System With KNN And MLP Method: Traffic Flow Forecast", Afyon Kocatepe Üniversitesi Sosyal Bilimler Dergisi, July. 2023 (ULAKBİM) - (In Progress)
Other Index Journals
[1]Güven E.,;Balcıoğlu Y.S., "Social Media Perception on Invasive Parents' Attitudes in Education" Anadolu Eğitim Liderliği ve Öğretim Dergisi, TBA 2024 (EBSCO)
[2] Balcıoğlu Y.S., Doğan B., "Dissecting Disinformation Dynamics: Insights from a Social Media Network" İletişim ve Diplomasi, December 2023 (Index Copernicus)
[3] Balcıoğlu Y.S., Akçin K., "Green Management and Innovation Performance: A Literature Review" Beykent Üniversitesi Sosyal Bilimler Dergisi, December 2023 (Index Copernicus)
[4] Balcıoğlu Y.S., Sezen B., "Estimation Of The Probability Of Bank Customers By Artificial Neural Networks" Universal Journal of Management, March 2020 (EBSCO)
[5] Balcıoğlu Y.S., Kılıç A., "The Green Algorithm: Measuring the Carbon Footprint", Social Science Development Journal, Sept. 2023 (ESJI)
[6] Balcıoğlu Y.S., Artar M., Erdil O.," Makine Öğrenimi ve Twitter Verilerinin Analizi: Covid19 Sonrası İş Trendlerinin Belirlenmesi", Social Science Development Journal, Sept 2022 (ESJI)
[7] Balcıoğlu Y.S., Kılıç A., Pakdamar F.,"Modeling of Laughing Mimic caught with Motion Capture Technology using Fuzzy Logic", Social Science Development, Nov. 2022 (ESJI)
[8] Balcıoğlu Y.S., "Covid-19'un İş dünyası ve Araştırma Alanları Üzerindeki Etkisi", Journal of International Management Research and Applications", (EBSCO)
[9] Özer G., Balcıoğlu Y.S., Merter A.K., Çerez S., "Analyzing corporate sustainability reports with text analysis method evidence from bist sustainability 25 index", Social Science Development, July 2023 (ESJI)
[10] Balcıoğlu Y.S., Artar M., Erdil O., "A study on middle-class female remote workers: A study on work-conflict, job satifaction, and interpersonal communication satisfaction (EuroPub)
[11] Bayraktar Ü., Erat S., Balcıoğlu Y.S., "The effects of emotional intelligence and self-efficacy on entrepreneurial intention: A study on undergraduate students", Social Science Development Journal,
Sept. 2023 (ESJI)
[12] Balcıoğlu Y.S., Akçin K., Bayraktar Ü., "Trade dynamics and industrial evolution: A comprehensive time series analysis of Turkey's import-export trends and manufacturing growth (1923-2013)", Akademik
tarih ve düşünce dergisi, October. 2023 (Sobiad)
Book Chapters
[1] Balcıoğlu Y.S., (2024), AI Driven Personalization in Omnichannel Marketing: Enhancing Customer Engagement and Loyalty, Leveraging AI for Effective Digital Relationship Marketing: IGI Global
[2] Balcıoğlu Y.S., (2024), Transforming Storytelling: The Synergy of AI and Branded Content in Crafting Authentic Consumer Connections, AI Impacts on Branded Entertainment and Advertising: IGI Global
[3] Balcıoğlu Y.S., (2024), Revolutionizing Risk Management: AI and ML Innovations in Financial Stability and Fraud Detection, Navigating the Future of Finance in the Age of AI: IGI Global
[4] Özer G., Balcıoğlu Y.S., Merter A.K., Sedat Ç., (2024), The Impact of Board Qualifications on the Complexity of Sustainability Reports, IGI Global.
[5] Balcıoğlu Y.S., Artar M., Erdil O., The Next Step in Business: Digital Employees Experience, Technology and Management Comprehension in the Age of Digitization, January 2024.
[6] Balcıoğlu Y.S., İnsan Kaynakları Yönetiminde Yapay Zekâ, Yönetim Biliminde Yapay Zekâ, November 2023.
[7] Balcıoğlu Y.S., Artar M., Erdil O., Data Driven Insights into HR Recruitment Performance: A Machine Learning Approach Based on Real-World Data from an Italian Security Company, Current Debates on Social Sciences, October 2023.
[8] Balcıoğlu Y.S., Android için kötü amaçlı yazılım tespiti: mobil güvenliği sağlamak için teknikler, araçlar ve stratejiler, Doğa ve Mühendislik Bilimlerinde Güncel Tartışmalar, October 2023.
[9] Balcıoğlu Y.S., Göksu S., Ensemble modelling in sports analytics: predicting player positions using performance metrics (pp.165-178), International theory, research and reviews in Educational sciences, October 2023.
[10] Özer G., Balcıoğlu Y.S., Merter A.K., Topic Modelling of Annual Reports of Borsa Istanbul, Empirical ana Theoretical Studies in Economics and Finance, Livre de Lyon, October 2023.
[11] Balcıoğlu Y.S., Dijital dönüşüm ve dijital asistanların finans sektörüne etkisi, Özgür yayınları, October. 2023
[12] Balcıoğlu Y.S., Sezen B., Methodologic Approaches for Transformer Fault Prediction, Livre De Lyon Publishing, March. 2023
[13] Kılıç A., Balcıoğlu Y.S., Kanser tahmininde makine öğrenimi uygulamaları ve karşılaştırmaları, Ispec Publishing, March. 2023
[14] Cerasi, C.C, Balcıoğlu Y.S., A review on Academic Integrity and the use of Artificial Intelligence in education, Platanus Publishing, March. 2023
[15] Özer G., Balcıoğlu Y.S., Merter A.K., Denetim 4.0 ile Makine Öğrenmesi hakkında kapsam incelemesi, Platanus Publishing, March. 2023
[16] Balcıoğlu Y.S., Artar M., The Use of AI and HR in Metaverse (pp.183-213), Serüven Publishing, Dec. 2022
[17] Balcıoğlu Y.S., Özer G., Hisse senedi fiyat tahmini: Derin sinir ağları yöntemi ile Covid-19 sonrası (2020-2021) en çok yükselen 7 şirketin analizi (pp. 213-230), Contemporary Research Practices in Engineering in 21st Century: An Interdisciplinary Approach, June 2022.
[18] Balcıoğlu Y.S., Sezen B., R yazılımı ile kalp hastalığına ait risk faktörlerinin tahmini (pp. 231-248),
Contemporary Research Practices in Engineering in 21st Century: An Interdisciplinary Approach, June 2022.
[19] Artar M., Balcıoğlu Y.S., Erdil O., İnsan kaynakları süreçlerinde yapay zeka kullanımı (pp.39-54), Güncel işletme, Yönetim ve Muhasebe çalışmaları, March 2022.
[20] Balcıoğlu Y.S., Artar M., Çalışanların işten ayrılma olasılığının Makine öğrenmesi ile tahmini : K-En yakın komşu algotiması ile (pp.27-37), Güncel işletme, Yönetim ve Muhasebe çalışmaları, March 2022.
Conference Proceedings
1.Balcıoğlu Y.S.,;Merter, A. K., Çerez, S.,Özer, G., "The impact of board characteristics on R and D investments: The role of education level and age", 7th International Conference on Banking and Finance Perspectives (ICBFP 2023)., October.2023
2.Balcıoğlu Y.S.,;Merter, A. K., Çerez, S.,Özer, G., "Detecting Manipulation: Anomaly Analysis of Annual Reports of Firms listed on Borsa Istanbul Using Benford's Law", 7th International Conference on Banking and Finance Perspectives (ICBFP 2023)., October.2023
3. Çiftçi, B.,; Balcıoğlu, Y.S., "Cybersecurity and Financial Risks Challenges and Solutions Encountered in the Finance Sector and Accounting Field", Artemis Congress, October 2023.
4. Işım Ç.,; Balcıoğlu, Y.S., "The Role of Artificial Intelligence-Powered Chatbots in Accounting Applications A Case Study of Meena", Artemis Congress, October 2023.
5.Balcıoğlu Y.S.,;Merter, A. K., Çerez, S.,Özer, G., "Integrated Reports Assessment with Topic Modelling: Research on Companies Release Integrated Reports on Public Disclosure Platform", 3. International Mediterranean Scientific Research and Innovation Congress, August.2023
6.Merter, A. K., Balcıoğlu Y.S., Çerez, S.,Özer, G.; "Temporal Dynamics And Content Analysis: Investigating Differences In Sustainability Reports of Companies Listed on the Istanbul Stock Exchange", 3. International Mediterranean Scientific Research and Innovation Congress, August.2023
7.Balcıoğlu Y.S., Artar M., Erdil O., "Personnel Selection Application for HRM", 17th International Scientific Research Congress, August. 2023
8.Balcıoğlu Y.S., Artar M., Erdil O., "Personnel selection with machine learning within the scope of Person-Environment Theory", 17th International Scientific Research Congress, August. 2023
9.Taş N., Huseynov F., Cerasi, C. C., Balcıoğlu Y.S.; "Behavioral Addictions with A Special Focus on Smartphone Addıction: Causes, Effects And Consequences", IV. Baskent International Conference on Multidisciplinary Studies, August.2023
10.Taş N., Huseynov F., Balcıoğlu Y.S., Cerasi, C.C.; "The Role of Smartphone in Our Lives: Are we really addicted?", IV. Baskent International Conference on Multidisciplinary Studies, August.2023
11.Balcıoğlu Y.S., Artar M., Erdil O., "Ethical Implications and challenges of using machine learning in personnel placement: A comprehensive discussion", International Izmir Congress on Life, Social, Health and Sports Sciences, July. 2023
12.Balcıoğlu Y.S., Artar M., Erdil O., "Leveraging machine learning algorithms for enhanced employee recruitment and selection: case studies and practical implementations", International Izmir Congress on Life, Social, Health and Sports Sciences, July. 2023
13.Çerez, S., Balcıoğlu Y.S., Özer, G., Merter, A. K.; "Sentiment analysis: Text analysis of Bist100 companies that announced their annual reports at the weekend", V-International Antalya Scientific Research and Innovative Studies Congress, July.2023
14.Kılıç A., Huseynov F., Balcıoğlu Y.S., Cerasi, C.C.; "Embracing green choices: sentiment analysis of sustainable consumption patterns, and attitudes", International Conference on Research in Engineering,
Technology and Science (ICRETS), June.2023
15.Çerez, S., Balcıoğlu Y.S., Özer, G., Merter, A. K.; "Corporate sustainability assesment with sentiment analysis: evidence from bist sustainability 25 index", 8th International NewYork Academic Congress, June.2023
16.Merter, A. K., Balcıoğlu Y.S., Çerez, S., Özer, G.; "Evaluation of annual reports of companies with sentiment analysis: an application in bist100 index", 8th International NewYork Academic Congress, June.2023
17.Göksu, S., Sezen, B., Balcıoğlu Y.S., "Machine learning in manufacturing: State-of-the-art and perspectives", 8th International NewYork Academic Congress, June.2023
18.Aydın, B., Sezen, B., Balcıoğlu Y.S., "Machine learning in food: literature study", 8th International NewYork Academic Congress, June.2023
19. İşler, A. U., Sezen, B., Balcıoğlu Y.S.; "Investigation of data-based approaches in estimating the state of charge (SOC) of lithium ion batteries", June 2023
20. Balcıoğlu Y.S., Sezgin G., "Artificial intelligence and its impact on society", 4th International Artemis Congress, June.2023
21. Balcıoğlu Y.S., Kılıç A., "Unlocking the Quantum Frontier: Quantum Machine Learning", 13th International Istanbul Scientific Research Congress On Life, Engineering, and Applied Sciences, April.2023
22.Bayraktar Ü., Erat S., Balcıoğlu Y.S., "A Review on the Effects of Emotional Intelligence, Locus of Control and Self-Efficacy on Enterpreneurial Intention from 2017 to 2022", 7th International Tokyo Congress, April.2023
23.Kılıç A., Balcıoğlu Y.S., "Embracing the Future: A Comprehensive Review of Industry 5.0 Research Trends", 9th International Congress on Humanities and Social Sciences in a Changing World, April.2023
24.Kılıç A., Balcıoğlu Y.S., "Revolutionizing Modern manufacturing: Exploring the Diverse Applications of Industry 5.0 Technologies", 9th International Congress on Humanities and Social Sciences in a Changing World, April. 2023
25.Balcıoğlu Y.S., Artar M., "Unraveling the Great Resignation: A Comprehensive Literature Review on the Workforce Exodus Phenomenon", 9uncu Global İşletme Araştırmaları, June. 2023
26.Balcıoğlu Y.S., Artar M., Erdil O., "A Study on Middle-Class Married Female Telefoworkers: The Efeect of Work-Life Conflict on Job Statisfaction: A Study on Work-Family Conflict, Job Satisfaction and Interpersonal Communication Satisfaction", 9uncu Global İşletme Araştırmaları, June. 2023
27.Özer G., Balcıoğlu Y.S., Merter A.K., "Exploring the impact financial reporting timeliness: A scope review of current literature", 9uncu Global İşletme Araştırmaları, June. 2023
28.Özer G., Balcıoğlu Y.S., Merter A.K., "Determining the optimal number of board members: implementation of artificial neural network", 9uncu Global İşletme Araştırmaları, June. 2023
29. Balcıoğlu Y.S., Sezen, B., "An in-Depth Analysis of The Current State of The art in Machine Learning Models with Regard to NLP", 3rd International Acharaka Academic Research Congree, March 2023.
30. Sertbakan K.,Sezen, B., Balcıoğlu Y.S., "Machine Learning Methods for Diabet Disease", 3rd International Acharaka Academic Research Congree, March 2023.
31. Işım Ç., Balcıoğlu Y.S., "ChatGPT: Performance of translate", 3rd International Acharaka Academic Research Congree, March 2023.
32. Balcıoğlu Y.S., Artar M., "The Use of AI in Metaverse", Springer Nature Business and Economics, March 2023.
33. Balcıoğlu Y.S., "Anomaly Detection in Video Sequence with Deep Convolutional Neural Network", 4uncu Uluslararası Anadolu Bilimsel Araştırmalar Kongresi, Feb. 2023
34. Balcıoğlu Y.S., "Malware Analysis for Effective Android Malware Detection", 4uncu Uluslararası Anadolu Bilimsel Araştırmalar Kongresi, Feb. 2023
35. Balcıoğlu Y.S., Cerasi, C.C, "Machine learning analysis of Turkish Instagram post: A Multimodel Deep Learning Approach",7. International NewYork Academic Research Congree, Feb. 2023
36. Cerasi, C.C, Balcıoğlu Y.S.,"Sentiment analysis on YouTube: for ChatGPT",7. International NewYork Academic Research Congree, Feb. 2023
37. Kılıç A., Huseynov F., Balcıoğlu Y.S., Cerasi, C.C, ."The Role of Twitter on Sustainable Consumption: Class-Wise Analysis", 7th International Scientific Conference, Organized by the Faculty of Economics and Business of the University of Maribor, May 2023
38. Kılıç A., Huseynov F., Balcıoğlu Y.S., Cerasi, C.C, ."A Sentiment Analysis to Understand the role of Twitter towards Sustainable Consumption", IEEE Information Technology, IT 2023, February 2023
39. Cerasi, C.C, Balcıoğlu Y.S.,"AI and Ethics in Education: ChatGPT Program Example",The International Symposium on Communication and Technology with its Philosophical Dimensions,, January 2023
40. Artar M.,Balcıoğlu Y.S.;Erdil O."AI Recruitment: The Next Phase In Employee Selection", 17th International Strategic Management Conference, ISCM 2022, July 2022
41. Kılıç A., Balcıoğlu Y.S., Özer G. "Firm bankruptcy prediction: comparative analysis with neural networks", XIV International congress on social sciences, China to Adriatic, June 2022
42.Balcıoğlu Y.S., Özer G. "What proportion of the Bitcoin ecosystem is controlled by bots?", the 6th International Conference on Economic Development, Public Finance, Energy and Environment (ICBFP'2022), May 2022
43.Balcıoğlu Y.S., Artar, M. "The use of AI in Metaverse", the 6th International Conference on Economic Development, Public Finance, Energy and Environment (ICBFP'2022), May 2022
44. Cerasi, C.C, Balcıoğlu Y.S."Understanding Society 5.0 Jobs for Improving Education 4.0 : An Analysis In Python", 6th FEB International scientific conference challenges in Economoics and Business in the Post Covid Times 2022, May 2022
45.Balcıoğlu Y.S."Prediction with machine learning and comparison of land prices in the Metaverse universe", 2. BASKENT INTERNATIONAL CONFERENCE ON MULTIDISCIPLINARY STUDIES, Feb 2022
46.Balcıoğlu Y.S."Detection of depression and anxiety synmptoms via Twitter after Covid-19 with machine learning", 2. BASKENT INTERNATIONAL CONFERENCE ON MULTIDISCIPLINARY STUDIES, Feb 2022
47.Balcıoğlu Y.S., Artar M., Erdil O.,"Machine Learning and analysis of Twitter data: Identifying Trend Jobs after Covid-19", 7. International Battalgazi Scientific Studies Congress, Jan 2022
48.Balcıoğlu Y.S., Artar M., Erdil O.,"Machine Learning in Employee Selection", 7. International Battalgazi Scientific Studies Congress, Jan 2022
49.Balcıoğlu Y.S., Artar M., Tunca S.,"LSTM Method Analysis of U.S. Employees turnover after Covid-19 Comparative with the Sars-Cov2 Post Omicroc Variant", 4. International NewYork Academic Research Congree, Jan 2022
50. Artar M., Balcıoğlu Y.S., Erdil O.,"The Effect of Work-Family balance on interpersonal communication in Teleworkerst", 4. International NewYork Academic Research Congree, Jan 2022
51. Tunca S., Sezen B., Balcıoğlu Y.S.,"Twitter Analysis for Metaverse literacy", 4. International NewYork Academic Research Congree, Jan 2022
52.Balcıoğlu Y.S., Artar M.,"Employee turnover prediction with Machine Learning: An Application with The K-Nearest Neigbors", 7. International Zeugma Conference on Scientific Researches, Jan 2022
53. Artar M., Balcıoğlu Y.S., Erdil O., "Use of Artificial Intelligence in Human Resources Processes", 7. International Zeugma Conference on Scientific Researches, Jan 2022
54.Balcıoğlu Y.S., Özer G.,"Stoke price forecasting method based Deep Neural Network over 5 stocks that performed the best in during Covid-19 between 2020-2021", 7. International Istanbul Scientific Research Congress, Dec 2021
55.Balcıoğlu Y.S., Sezen B.,"Predicting of Heart disease risk factors with R", 7. International Istanbul Scientific Research Congress, Dec 2021
56.Balcıoğlu Y.S., Gözel A.,"Alternative management approach: Lean Six Sigma", Global Business Research Congress, May 2019
57.Balcıoğlu Y.S., Sezen B.,"Yapay sinir ağları ile banka müşterilerinin bankadan ayrılma olasılığının tahmini" II. Business Organization Research Conference, Sept. 2019
58.Balcıoğlu Y.S., Gözel A., "2000-2019 Yillari Arasindaki İspanya Borsa Verilerinden Telefonica Firmasinin Yapay Sinir Ağlari Yöntemleri İle Karşilaştirmali Analizi" BOR Conference, Oct. 2019
59.Balcıoğlu Y.S., Gözel A., "2019 Dünya Mutluluk Raporu Analiz Sonuçlarinin Yapay Sinir Ağlari Yöntemleri İle Karşilaştirmali Analizi" BOR Conference, Oct. 2019
Uluslararası Dergilerde Editörlük ve Hakemlik:
Scientific Reports (SCI-E) Q1 - Reviewer
Neural Computing and Applications (SCI-E) Q1 - Reviewer
Artificial Intelligence Review (SCI-E) Q1 - Reviewer
Social Science Computer Review (SCI-E) Q1 - Reviewer
Expert System and Applications (SCI-E) Q1 - Reviewer
European Journal of Innovation Management (SCI-E) Q1 - Reviewer
Intelligent Data Analysis (SCI-E) - Reviewer
International Journal of Manpower (SCI-E) - Reviewer
Keybernetes (SCI-E) - Reviewer
KSII Transactions on Internet and Information Systems (SCI-E) - Reviewer
Arabian Journal for Science and Engineering (SCI-E) - Reviewer
Material Evaluations (SCI-E) - Reviewer
Business Theory and Practice (Scopus) - Reviewer
Journal of Information Systems and Management Research (Ulakbim) - Reviewer
Journal of Advanced Research in Natural and Applied Sciences (Tr-Dizin) - Reviewer
Journal of Machine Learning Research - Editorial Board Membership
Sanat ve tasarım etkinlikleri:
Patent Tescilleri
1. Balcıoğlu Y.S., (2017). CEP TELEFONU MONTE EDİLEBİLEN İNSANSIZ HAVA ARACI, Patent Sınıfı : 2017/11149
2. Balcıoğlu Y.S., (2016). FUAR TANITIMI İÇİN GELİŞTİRİLEN İNSANSIZ HAVA ARACI, Patent Sınıfı : 2017/17924
Endüstriyel Tasarım Tescilleri
1. Balcıoğlu Y.S., (2017). Endüstriyel Kahve Makinası, 27/03/2017
2. Balcıoğlu Y.S., (2017). Özçekim İçin İnsansız Hava Aracı, 28/07/2017
3. Balcıoğlu Y.S., (2017). Kahve Çekirdeği Kavurma Makinası, 28/07/2017
Ödüller:
1. Balcıoğlu Y.S., (2016). Science/Medical Challenge Competition, Maxon, Çalışma Ödülü, Switzerland.
2. Balcıoğlu Y.S., (2016). Virtual Reality Simulation Environment Challenge, Cgtrader, Proje Ödülü, Lithuania.
3. Balcıoğlu Y.S., (2015). Vehicles from 2050’xxs Challenge Best Portfolio, Cgtrader, Proje Ödülü, Lithuania.
4. Balcıoğlu Y.S., (2015). Autodesk Fusion 360 Champion, Autodesk, Çalışma Ödülü, USA.
5. Balcıoğlu Y.S., (2015). CGtrader 3D Sci-Fi Challenge Best Portfolio, Cgtrader, Çalışma Ödülü, Lithuania.
6. Balcıoğlu Y.S., (2015). The A360 MegaBots Design Challenge Design Winner, Autodesk, Proje Ödülü, USA.
7. Balcıoğlu Y.S., (2015). CGTrader Valentine’xxs Day 3D Print Challenge, Cgtrader, Çalışma Ödülü, Lithuania.
8. Balcıoğlu Y.S., (2015). CGtrader 3D Robot Challenge Best Portfolio, Cgtrader, Proje Ödülü, Lithuania.
9. Balcıoğlu Y.S., (2014). Allegorithmic 3D Human Challenge, Allegorithmic, Çalışma Ödülü, USA.
10. Balcıoğlu Y.S., (2014). CGTrader Future Vehicles challenge, Cgtrader, Proje Ödülü, Lithuania.
11. Balcıoğlu Y.S., (2014). Manchester Science Festival, Cgtrader, Çalışma Ödülü, England.
12. Balcıoğlu Y.S., (2014). 3D Printed Bicycle Accessories Challenge, Cgtrader, Proje Ödülü, Lithuania.
13. Balcıoğlu Y.S., (2014). CGtrader 3D Sports Challenge Best Portfolio, Cgtrader, Proje Ödülü, Lithuania.
14. Balcıoğlu Y.S., (2014). CGtrader Flora Fauna 3D Best Portfolio, Cgtrader, Proje Ödülü, Lithuania.
15. Balcıoğlu Y.S., (2014). CGtrader 3D Sci-Fi Challenge Best Portfolio, Cgtrader, Proje Ödülü, Lithuania.
16. Balcıoğlu Y.S., (2009). Brazil Render Contest Winner, Cgtrader, Çalışma Ödülü, Brazil.
Seminerler, Konferanslar:
1. Seminar speaker, Atatürk Üniversitesi, Yapay Zeka Klübü, "Yapay zeka ve Makine öğrenmesi", May 2023, Online.
2. Seminar speaker, Samandıra mesleki ve teknik anadolu lisesi, May 2018, İstanbul.
3. Seminar speaker, Bahçelievler Cumhuriyet Anadolu lisesi, Feb 2018, İstanbul.
4. Seminar speaker, Gebze STFA teknik ve endüstri meslek lisesi, Feb 2018, Kocaeli.
5. Seminar speaker, Kabataş erkek lisesi, Dec 2017, İstanbul.
6. Seminar speaker, Dokuz Eylul University, May 2014, İzmir.
7. Seminar speaker, Dumlupınar University, 7th Cartoon Movie Festival, Apr 2013, Kütahya.
8. Workshop, Dumlupınar University, Mar 2013, Kütahya.
9. Seminar speaker, Dumlupınar University, 6th Cartoon Movie Festival, Apr 2012, Kütahya.
- Third Cycle (Doctoral):
- Second Cycle (Master's):
- First Cycle (Undergraduate):