This paper is in the following e-collection/theme issue:

Depression and Mood Disorders; Suicide Prevention (1515) Text-messaging (SMS, WeChat etc)-Based Interventions (697) Anxiety and Stress Disorders (1180) Chatbots and Conversational Agents (630)

Published on in Vol 4, No 2 (2017): Apr-Jun

Delivering Cognitive Behavior Therapy to Young Adults With Symptoms of Depression and Anxiety Using a Fully Automated Conversational Agent (Woebot): A Randomized Controlled Trial

Delivering Cognitive Behavior Therapy to Young Adults With Symptoms of Depression and Anxiety Using a Fully Automated Conversational Agent (Woebot): A Randomized Controlled Trial

Delivering Cognitive Behavior Therapy to Young Adults With Symptoms of Depression and Anxiety Using a Fully Automated Conversational Agent (Woebot): A Randomized Controlled Trial

Authors of this article:

Kathleen Kara Fitzpatrick1 Author Orcid Image ;   Alison Darcy2 Author Orcid Image ;   Molly Vierhile1 Author Orcid Image
Article Authors Cited by (1306) Tweetations (297) Metrics

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  744. Holohan M, Müller R. Beyond humanism: telling response-able stories about significant otherness in human–chatbot relations. Frontiers in Psychology 2024;15 View
  745. Hunsrisakhun J, Naorungroj S, Tangkuptanon W, Wattanasit P, Pupong K, Pithpornchaiyakul S. Impact of Oral Health Chatbot With and Without Toothbrushing Training on Childhood Caries. International Dental Journal 2025;75(2):1348 View
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  751. Castro O, Salamanca-Sanabria A, Alattas A, Teepe G, Leidenberger K, Fleisch E, Tudor Car L, Muller-Riemenschneider F, Kowatsch T. Top-funded companies offering digital health interventions for the prevention and treatment of depression: a systematic market analysis. Archives of Public Health 2024;82(1) View
  752. Yang Y, Tavares J, Oliveira T. A New Research Model for Artificial Intelligence–Based Well-Being Chatbot Engagement: Survey Study. JMIR Human Factors 2024;11:e59908 View
  753. Xi N, Ji H, Wang L. Understanding Sarcoidosis Using Large Language Models and Social Media Data. Journal of Healthcare Informatics Research 2024 View
  754. Chin H, Zhunis A, Cha M. Behaviors and Perceptions of Human-Chatbot Interactions Based on Top Active Users of a Commercial Social Chatbot. Proceedings of the ACM on Human-Computer Interaction 2024;8(CSCW2):1 View
  755. Akhtar A, de Graaff A, Habashneh R, Keyan D, Abualhaija A, Fanatseh S, Faroun M, Aqel I, Dardas L, Servili C, van Ommeren M, Bryant R, Carswell K. Scalable Technology for Adolescents and Youth to Reduce Stress in the Treatment of Common Mental Disorders in Jordan: Protocol for a Randomized Controlled Trial. JMIR Research Protocols 2024;13:e54585 View
  756. Nguyen L, Tran V, Tran J, Oorjitham N. Taught by a Robot: A Trainee Perspective on Artificial Intelligence in Medical School Education. Academic Psychiatry 2025;49(1):31 View
  757. Dietvorst E, de Vries L, van Eijl S, Mesman E, Legerstee J, Keijsers L, Hillegers M, Vreeker A. Effective elements of eHealth interventions for mental health and well-being in children and adolescents: A systematic review. DIGITAL HEALTH 2024;10 View
  758. Bukke S, Komarla Kumarachari R, Komarla Rajasekhar E, Dudekula J, Kamati M. Computational intelligence techniques for achieving sustainable development goals in female cancer care. Discover Sustainability 2024;5(1) View
  759. Chang Y, Su C, Liu Y. Assessing the Performance of Chatbots on the Taiwan Psychiatry Licensing Examination Using the Rasch Model. Healthcare 2024;12(22):2305 View
  760. Kang B, Hong M. Development and Evaluation of a Mental Health Chatbot Using ChatGPT 4.0: Mixed Methods User Experience Study With Korean Users. JMIR Medical Informatics 2025;13:e63538 View
  761. Denecke K, Gabarron E. The ethical aspects of integrating sentiment and emotion analysis in chatbots for depression intervention. Frontiers in Psychiatry 2024;15 View
  762. Feng Y, Meng J, Cheah J. From Virtual Trainers to Companions? Examining How Digital Agency Types, Anthropomorphism, and Support Shape Para‐Social Relationships in Online Fitness. Psychology & Marketing 2025;42(3):842 View
  763. Song X, Hu Q. The relationship between Freshman students’ mental health and academic achievement: chain mediating effect of learning adaptation and academic self-efficacy. BMC Public Health 2024;24(1) View
  764. Eryılmaz A, Başal A. Rational AIs with emotional deficits: ChatGPT vs. counselors in providing emotional reflections. Current Psychology 2024;43(45):34962 View
  765. Desage C, Bunge B, Bunge E. A Revised Framework for Evaluating the Quality of Mental Health Artificial Intelligence-Based Chatbots. Procedia Computer Science 2024;248:3 View
  766. Kuhail M, Alturki N, Thomas J, Alkhalifa A. Human vs. AI counseling: College students' perspectives. Computers in Human Behavior Reports 2024;16:100534 View
  767. Zhang H, Qiao Z, Wang H, Duan B, Yin J. VCounselor: a psychological intervention chat agent based on a knowledge-enhanced large language model. Multimedia Systems 2024;30(6) View
  768. Gabor-Siatkowska K, Stefaniak I, Janicki A. Gaze-dependent response activation in dialogue agent for cognitive-behavioral therapy. Procedia Computer Science 2024;246:2322 View
  769. Foran H, Kubb C, Mueller J, Poff S, Ung M, Li M, Smith E, Akinyemi A, Kambadur M, Waller F, Graf M, Boureau Y. An Automated Conversational Agent Self-Help Program: Randomized Controlled Trial. Journal of Medical Internet Research 2024;26:e53829 View
  770. Manole A, Cârciumaru R, Brînzaș R, Manole F. Harnessing AI in Anxiety Management: A Chatbot-Based Intervention for Personalized Mental Health Support. Information 2024;15(12):768 View
  771. Priyam Jyoti Das , Pdiangmon Kyndait , Sungjemrenla I Jamir , Dhiraj Baishya , Juganta Kumar Kalita , Lobsang Tenzing Komu . The Role of Technology in Mental Health: Evaluating Digital Interventions for Psychological Well-being. International Journal of Scientific Research in Science and Technology 2024;11(6):366 View
  772. Paweł J, Karolina K, Mateusz G. Key Mental Health Challenges: The Role of Health Policy After COVID-19. Journal of Psychology and Psychotherapy Research 2024;11:67 View
  773. C.M. A, R. U. Enhancing Campus Communication: Advanced ML Techniques for College Chatbots. Journal of Innovation and Technology 2024;2024(1) View
  774. Kolenik T, Schiepek G, Gams M. Computational Psychotherapy System for Mental Health Prediction and Behavior Change with a Conversational Agent. Neuropsychiatric Disease and Treatment 2024;Volume 20:2465 View
  775. Dailah H, Koriri M, Sabei A, Kriry T, Zakri M. Artificial Intelligence in Nursing: Technological Benefits to Nurse’s Mental Health and Patient Care Quality. Healthcare 2024;12(24):2555 View
  776. Babu A, Joseph A. Artificial intelligence in mental healthcare: transformative potential vs. the necessity of human interaction. Frontiers in Psychology 2024;15 View
  777. Jelassi M, Matteli K, Ben Khalfallah H, Demongeot J. Enhancing Personalized Mental Health Support Through Artificial Intelligence: Advances in Speech and Text Analysis Within Online Therapy Platforms. Information 2024;15(12):813 View
  778. Xing W, Zhu T, Wang J, Liu B. A Survey on MLLMs in Education: Application and Future Directions. Future Internet 2024;16(12):467 View
  779. Li Y, Chung T, Lu W, Li M, Ho Y, He M, Mei X, Chen D, Bressington D. Chatbot-Based Mindfulness-Based Stress Reduction Program for University Students With Depressive Symptoms: Intervention Development and Pilot Evaluation. Journal of the American Psychiatric Nurses Association 2024 View
  780. Kefi H, Khelladi I, Mani Z, Veg-Sala N. AI-enabled social support chatbot usage: flowing ambivalence and liminalities. Journal of Decision Systems 2024:1 View
  781. Park J, Singh V, Wisniewski P. Current Landscape and Future Directions for Mental Health Conversational Agents for Youth: Scoping Review. JMIR Medical Informatics 2025;13:e62758 View
  782. Macedo P, Madeira R, Santos P, Mota P, Alves B, Pereira C. A Conversational Agent for Empowering People with Parkinson’s Disease in Exercising Through Motivation and Support. Applied Sciences 2024;15(1):223 View
  783. Jong M. Transforming medical education in the AI era: Balancing technological expertise with humanistic care in tomorrow’s doctors. Annals of the Academy of Medicine, Singapore 2024;53(12):754 View
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  785. Yang Q, Cheung K, Zhang Y, Zhang Y, Qin J, Xie Y. Conversational agents in physical and psychological symptom management: A systematic review of randomized controlled trials. International Journal of Nursing Studies 2025;163:104991 View
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  787. Nelson J, Kaplan J, Simerly G, Nutter N, Edson-Heussi A, Woodham B, Broman-Fulks J. The balance and integration of artificial intelligence within cognitive behavioral therapy interventions. Current Psychology 2025 View
  788. Kim M, Lee S, Kim S, Heo J, Lee S, Shin Y, Cho C, Jung D. Therapeutic Potential of Social Chatbots in Alleviating Loneliness and Social Anxiety: Quasi-Experimental Mixed Methods Study. Journal of Medical Internet Research 2025;27:e65589 View
  789. Jehel L, Guidère M. Adultes victimes de traumatismes psychiques : aspects cliniques et médicolégaux. EMC - Psychiatrie 2024;40(2):1 View
  790. Kim M, Lee S, Jeong I, Jeon M, Jung D. Digital interventions for mental health: challenges and opportunities. Journal of the Korean Medical Association 2024;67(12):752 View
  791. Bailoni T, Dragoni M. A Review on Trustworthiness of Digital Assistants for Personal Healthcare. ACM Computing Surveys 2025 View
  792. Fullam E. How does a mental health chatbot work? A ‘conversation design’ concept of mental health intervention. History of the Human Sciences 2025;38(2):75 View
  793. Baez K, Biediger-Friedman L, Johnson C, Stubblefield E, Escalera L, Markides B. Exploring Client Perceptions on Gaining Infant Feeding Information Through the Texas Women, Infants, and Children (WIC) Chatbot. International Journal of Environmental Research and Public Health 2025;22(2):193 View
  794. Yeh P, Kuo W, Tseng B, Sung Y. Does the AI-driven Chatbot Work? Effectiveness of the Woebot app in reducing anxiety and depression in group counseling courses and student acceptance of technological aids. Current Psychology 2025 View
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  796. Taiwo O, Al‐Bander B. Emotion‐aware psychological first aid: Integrating BERT‐based emotional distress detection with Psychological First Aid‐Generative Pre‐Trained Transformer chatbot for mental health support. Cognitive Computation and Systems 2025;7(1) View
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  799. Lee H, Wright C, Ferranto J, Buttimer J, Palmer C, Welchman A, Mazor K, Fisher K, Smelson D, O’Connor L, Fahey N, Soni A. Artificial intelligence conversational agents in mental health: Patients see potential, but prefer humans in the loop. Frontiers in Psychiatry 2025;15 View
  800. Han Q, Zhao C. Unleashing the potential of chatbots in mental health: bibliometric analysis. Frontiers in Psychiatry 2025;16 View
  801. Joshi A, Ghogare A, Madavi P. Systematic review of artificial intelligence enabled psychological interventions for depression and anxiety: A comprehensive analysis. Industrial Psychiatry Journal 2025 View
  802. Chen T, Chu G, Pan R, Ma W. Effectiveness of mental health chatbots in depression and anxiety for adolescents and young adults: a meta-analysis of randomized controlled trials. Expert Review of Medical Devices 2025;22(3):233 View
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  804. Мінцер О, Лук’янов Є. ПРОБЛЕМИ ТА СТРАТЕГІЯ СТВОРЕННЯ ЧАТ-БОТА "ПСИХОЛОГІЯ". Medical Informatics and Engineering 2025;(1-2):14 View
  805. Ding X, Shang B, Xie C, Xin J, Yu F. Artificial intelligence in the COVID-19 pandemic: balancing benefits and ethical challenges in China’s response. Humanities and Social Sciences Communications 2025;12(1) View
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  807. Flaherty H, Beckerman N. Text-based psychotherapy: analyzing opportunities and challenges beyond the session. Social Work in Mental Health 2025:1 View
  808. Yıldız E. AI–Augmented Psychosocial Interventions: A Bibliometric Review and Implications for Nursing. Journal of Psychosocial Nursing and Mental Health Services 2025:1 View
  809. Shankar R, Bundele A, Yap A, Mukhopadhyay A. Development and feasibility testing of an AI-powered chatbot for early detection of caregiver burden: protocol for a mixed methods feasibility study. Frontiers in Psychiatry 2025;16 View
  810. Bloch-Atefi A. Balancing Ethics and Opportunities: The Role of AI in Psychotherapy and Counselling. Psychotherapy and Counselling Journal of Australia 2025 View
  811. Chan C. AI as the Therapist: Student Insights on the Challenges of Using Generative AI for School Mental Health Frameworks. Behavioral Sciences 2025;15(3):287 View
  812. Gkintoni E, Vassilopoulos S, Nikolaou G. Next-Generation Cognitive-Behavioral Therapy for Depression: Integrating Digital Tools, Teletherapy, and Personalization for Enhanced Mental Health Outcomes. Medicina 2025;61(3):431 View
  813. Lee S, Jeong J, Kim M, Lee S, Kim S, Jung D. Development of a Mobile Intervention for Procrastination Augmented With a Semigenerative Chatbot for University Students: Pilot Randomized Controlled Trial. JMIR mHealth and uHealth 2025;13:e53133 View
  814. Hasei J, Hanzawa M, Nagano A, Maeda N, Yoshida S, Endo M, Yokoyama N, Ochi M, Ishida H, Katayama H, Fujiwara T, Nakata E, Nakahara R, Kunisada T, Tsukahara H, Ozaki T. Empowering pediatric, adolescent, and young adult patients with cancer utilizing generative AI chatbots to reduce psychological burden and enhance treatment engagement: a pilot study. Frontiers in Digital Health 2025;7 View
  815. Ben-Zion Z, Witte K, Jagadish A, Duek O, Harpaz-Rotem I, Khorsandian M, Burrer A, Seifritz E, Homan P, Schulz E, Spiller T. Assessing and alleviating state anxiety in large language models. npj Digital Medicine 2025;8(1) View
  816. Lu E, Zhang D, Han M, Wang S, He L. The application of artificial intelligence in insomnia, anxiety, and depression: A bibliometric analysis. DIGITAL HEALTH 2025;11 View
  817. Nurhadi J, Sudana U, Harini Y, Wiyanti S, Amalia A, Azizah H. Peran Bahasa dalam Interaksi Manusia dan Artificial Intelligence pada Terapi Kesehatan Mental. Jurnal Onoma: Pendidikan, Bahasa, dan Sastra 2025;11(1):1354 View
  818. Trivedi R, Shaw T, Sheahen B, Chow C, Laranjo L. Patient Perspectives on Conversational Artificial Intelligence for Atrial Fibrillation Self-Management: Qualitative Analysis. Journal of Medical Internet Research 2025;27:e64325 View
  819. Escoredo M, Mostovoy K, Schickler R, Bechtel A, Shagan J, Bunge E. Enhancing parental skills through artificial intelligence‐based conversational agents: The PAT Initiative. Family Relations 2025 View
  820. Khan T, Parida S, Swain S, Mishra A, Dawal G, Mohanty S, Khan M. Revolutionizing Mental Health Counseling with Serenity: An Emotion-Detecting Chatbot. Journal of Computational Biophysics and Chemistry 2025;24(03):345 View
  821. Shankar R, Bundele A, Mukhopadhyay A. Effectiveness of Chatbot interventions for reducing caregiver burden: Protocol for a systematic review and meta-analysis. MethodsX 2025;14:103272 View
  822. Mansoor M, Hamide A, Tran T. Conversational AI in Pediatric Mental Health: A Narrative Review. Children 2025;12(3):359 View
  823. Chee W, Ryu S, Quan J, Kim D, Im E. Why is it Difficult to Recruit/Retain Asian American Family Caregivers in a Virtual Intervention?. Western Journal of Nursing Research 2025;47(6):503 View
  824. Ofem U, Anake P, Abuo C, Ukatu J, Etta E. Artificial intelligence application in counselling practices. A multigroup analysis of acceptance and awareness using gender and professional rank. Frontiers in Digital Health 2025;6 View
  825. Chim J, Ive J, Liakata M. Evaluating Synthetic Data Generation from User Generated Text. Computational Linguistics 2025;51(1):191 View
  826. Immel D, Hilpert B, Schwarz P, Hein A, Gebhard P, Barton S, Hurlemann R. Patients’ and Health Care Professionals’ Expectations of Virtual Therapeutic Agents in Outpatient Aftercare: Qualitative Survey Study. JMIR Formative Research 2025;9:e59527 View
  827. Altom D, Awad Taha A, Mahmoud Hussein A, Ibrahim Elshiekh M, Alata Abdelmajed A, Abdalla Ibrahim F, Abelgadir Mohammed S, Elamin Eltain Tifoor M. Artificial Intelligence-Based Chatbots in Chronic Disease Management: A Systematic Review of Applications and Challenges. Cureus 2025 View
  828. Meekins‐Doherty L, Dive L, McEwen A, Sexton A. Generative AI and the profession of genetic counseling. Journal of Genetic Counseling 2025;34(2) View
  829. Aperstein Y, Cohen Y, Apartsin A. Generative AI-Based Platform for Deliberate Teaching Practice: A Review and a Suggested Framework. Education Sciences 2025;15(4):405 View
  830. Coen E, Del Fiol G, Kaphingst K, Borsato E, Shannon J, Stevens Smith H, Masino A, Allen C. Chatbot for the Return of Positive Genetic Screening Results for Hereditary Cancer Syndromes: A Prompt Engineering Project (Preprint). JMIR Cancer 2024 View
  831. Heinz M, Mackin D, Trudeau B, Bhattacharya S, Wang Y, Banta H, Jewett A, Salzhauer A, Griffin T, Jacobson N. Randomized Trial of a Generative AI Chatbot for Mental Health Treatment. NEJM AI 2025;2(4) View
  832. Hou J, Gibson J, Phi T, Ritchie B, Gallagher L, Strudwick G, Foussias G, Courtney D, Voineskos A, Ameis S, Cleverley K, Hawke L. Designing digital conversational agents for youth with multiple mental health conditions: Insights on key features from a youth-engaged qualitative descriptive study. DIGITAL HEALTH 2025;11 View
  833. Kuhlmeier F, Bauch L, Gnewuch U, Lüttke S. How to design a chatbot to treat depression among youth? Insights from a qualitative study. (Preprint). JMIR Human Factors 2024 View
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  835. Vowels L, Sweeney S, Vowels M. Evaluating the efficacy of Amanda: A voice-based large language model chatbot for relationship challenges. Computers in Human Behavior: Artificial Humans 2025;4:100141 View
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  838. Chen B, Li J, Qi Y, Mao H, Liu Y, Wang W. Comparative effectiveness and acceptability of internet-based psychological interventions on depression in young people: a systematic review and network meta-analysis. BMC Psychiatry 2025;25(1) View
  839. Imkome E, Soonthornchaiya R, Lakanavisid P, Deepaisarn S, Wongpatikasereeb K, Suebnukarn S, Matthews A. Ai‐Aun Chatbot: A Pilot Study on the Effectiveness of an Artificial Intelligence Intervention for Mental Health Among Thai Older Adults. Nursing & Health Sciences 2025;27(2) View
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  842. Alanzi T, Arif W, Alotaibi A, Alnafisi A, Alhwaimal R, Altowairqi N, Alnifaie A, Aldossari K, Althumali K, Alanzi N. Impact of ChatGPT on Diabetes Mellitus Self-Management Among Patients in Saudi Arabia. Cureus 2025 View
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  848. Ceviz A, Özden G. Diyabet Yönetiminde Yapay Zeka Destekli Sanal Hemşirelerin Rolü ve Geleceği. Artuklu Health 2025;(11):80 View
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  851. Thompson P, Thornton R, Ramsden C. Assessing chatbots ability to produce leaflets on cataract surgery: Bing AI, chatGPT 3.5, chatGPT 4o, ChatSonic, Google Bard, Perplexity, and Pi. Journal of Cataract & Refractive Surgery 2025;51(5):371 View
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  861. Ishu Singh . Identity Formation and Academic Identity in Residential Schools: A Psychological and Sociological Perspective. The Voice of Creative Research 2025;7(1):274 View
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Books/Policy Documents

  1. Cornish P. Stepped Care 2.0: A Paradigm Shift in Mental Health. View
  2. Eichenberg C. Bessere Menschen? Technische und ethische Fragen in der transhumanistischen Zukunft. View
  3. Luxton D, Sirotin A. Innovations in Global Mental Health. View
  4. Rappaport M, Corbally C. The Human Factor in a Mission to Mars. View
  5. Håvik R, Wake J, Flobak E, Lundervold A, Guribye F. Internet Science. View
  6. Benrimoh D, Fratila R, Israel S, Perlman K, Mirchi N, Desai S, Rosenfeld A, Knappe S, Behrmann J, Rollins C, You R, Aifred Health Team T. The NIPS '17 Competition: Building Intelligent Systems. View
  7. Martinez-Martin N. Ethical Dimensions of Commercial and DIY Neurotechnologies. View
  8. El Kamali M, Angelini L, Caon M, Lalanne D, Abou Khaled O, Mugellini E. Human-Computer Interaction. Human Values and Quality of Life. View
  9. Følstad A, Nordheim C, Bjørkli C. Internet Science. View
  10. Nordberg O, Wake J, Nordby E, Flobak E, Nordgreen T, Mukhiya S, Guribye F. Chatbot Research and Design. View
  11. Skjuve M, Brandzaeg P. Internet Science. View
  12. Cerrato P, Halamka J. The Transformative Power of Mobile Medicine. View
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  15. Revolidis I, Dahi A. Robotics, AI and the Future of Law. View
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  18. Fatori D, Polanczyk G. Mental Health and Illness of Children and Adolescents. View
  19. Ferreira D, Melo D, Santo A, Silva P, Soares S, Silva S. Wireless Mobile Communication and Healthcare. View
  20. Cho P, Singh K, Dunn J. Artificial Intelligence in Medicine. View
  21. Følstad A, Skjuve M, Brandtzaeg P. Internet Science. View
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  44. Casas-Roma J, Conesa J. Intelligent Systems and Learning Data Analytics in Online Education. View
  45. Gamboa P, Quaresma C, Varandas R, Gamboa H. Technological Innovation for Applied AI Systems. View
  46. Mitruț O, Moldoveanu A, Petrescu L, Petrescu C, Moldoveanu F. Virtual, Augmented and Mixed Reality. View
  47. Roberts C, Palilonis J. HCI International 2021 - Posters. View
  48. Jovanović M, Jevremović A, Pejović-Milovančević M. Artificial Intelligence: Theory and Applications. View
  49. Denecke K, Abd-Alrazaq A, Househ M. Multiple Perspectives on Artificial Intelligence in Healthcare. View
  50. Shirish A. Management and Marketing for Improved Competitiveness and Performance in the Healthcare Sector. View
  51. Neef C, Mai V, Richert A. Human-Computer Interaction. User Experience and Behavior. View
  52. Martinez-Martin N. Artificial Intelligence in Brain and Mental Health: Philosophical, Ethical & Policy Issues. View
  53. Gundavarapu M, Saaketh Koundinya G, Bollina Devi Sai T, Kidambi Sree G. Applied Computational Technologies. View
  54. Cirillo D, Gonen H, Santus E, Valencia A, Costa-jussà M, Villegas M. Sex and Gender Bias in Technology and Artificial Intelligence. View
  55. Gallese C. Highlights in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection. View
  56. Maples B, Pea R, Markowitz D. AI in Learning: Designing the Future. View
  57. Das A, Sen V, Rose A. Augmenting Neurological Disorder Prediction and Rehabilitation Using Artificial Intelligence. View
  58. Musyimi C, Lai Y, Mutiso V, Ndetei D. Innovations in Global Mental Health. View
  59. Lloyd N, Khuman A. Artificial Intelligence in Healthcare. View
  60. Martins C, Martinho D, Marreiros G, Conceição L, Faria L, Simões de Almeida R. Digital Therapies in Psychosocial Rehabilitation and Mental Health. View
  61. Podina I, Caculidis-Tudor D. Brain, Decision Making and Mental Health. View
  62. Gotthardt M, Striegl J, Loitsch C, Weber G. Computers Helping People with Special Needs. View
  63. Chatterjee L, Sengupta R. Digital Identity in the New Era of Personalized Medicine. View
  64. Cachia A, Camilleri V, Dingli A, Galea M, Grech P, Sammut A, Scerri J. Ethical Implications of Reshaping Healthcare With Emerging Technologies. View
  65. Ferreira R, Gregório P, Coelho L, Reis S. Exploring the Convergence of Computer and Medical Science Through Cloud Healthcare. View
  66. Bhattacharya K, Bhattacharjee A, Chanu N. Sustainability Measures for COVID-19 Pandemic. View
  67. Dhimolea T, Kaplan-Rakowski R, Lin L. Bridging Human Intelligence and Artificial Intelligence. View
  68. Carbonnel F, Schuers M, Darmon D. Médecine Générale pour le Praticien. View
  69. Ashcroft A, Ashcroft A. Trends, Applications, and Challenges of Chatbot Technology. View
  70. Strauss J, Zhang J, Jarrett M, Patterson B, Van Ameringen M. Mental Health in a Digital World. View
  71. Ruiz R, Velásquez J. Artificial Intelligence and Machine Learning for Healthcare. View
  72. Viduani A, Cosenza V, Araújo R, Kieling C. Digital Mental Health. View
  73. Kaywan P, Ahmed K, Miao Y, Ibaida A, Gu B. Health Information Science. View
  74. Chavda V, Patel K, Patel S, Apostolopoulos V. Bioinformatics Tools for Pharmaceutical Drug Product Development. View
  75. Oliveira A, Matos L, Junior M, Delabrida Z. Computational Science and Its Applications – ICCSA 2021. View
  76. Moummou H, Tilaoui M, Mehindate K, Zyad A, El Gharras H, Severo J, Gouiaa S, Rakaa T, Bour A, Bahi L. Nutrition and Human Health. View
  77. Mattioli M. Governing Privacy in Knowledge Commons. View
  78. Llera S, Shin K, Erickson T, Przeworski A, Newman M. Comprehensive Clinical Psychology. View
  79. Lucero Fredes A, Cano S, Cubillos C, Díaz M. HCI International 2022 – Late Breaking Papers: HCI for Health, Well-being, Universal Access and Healthy Aging. View
  80. Olaniyan O, Adetunji C, Dare A, Adeyomoye O, Adeniyi M, Enoch A. Artificial Intelligence for Neurological Disorders. View
  81. Luxton D, Sirotin A. Innovations in Global Mental Health. View
  82. Ozkaynak M, Skiba D. Nursing Informatics. View
  83. Kuhlmeier F, Gnewuch U, Lüttke S, Brakemeier E, Mädche A. The Transdisciplinary Reach of Design Science Research. View
  84. Karkosz S, Michałowski J, Sanna K, Szczepaniak N, Konat B. HCI International 2022 Posters. View
  85. Faria H, Barbosa M, Veloso B, Marcondes F, Lima C, Durães D, Novais P. Intelligent Data Engineering and Automated Learning – IDEAL 2022. View
  86. Senaratne H, Melvin G, Oviatt S, Ellis K. Pervasive Computing Technologies for Healthcare. View
  87. Serrano Alves L, Wiese I, Chaves A, Steinmacher I. Chatbot Research and Design. View
  88. McKenzie S. Reality Psychology. View
  89. Jha A, Bhoi A, Saha S, Singh A, Mukherjee S, Sharma B, Jayarani . Cognitive Computing for Risk Management. View
  90. Fountoulakis K. Psychiatry. View
  91. Zubiaga I, Justo R. Pattern Recognition and Image Analysis. View
  92. Olaniyan O, Adetunji C, Adeyomoye O, Dare A, Adeniyi M, Enoch A. Artificial Intelligence for Neurological Disorders. View
  93. Jiménez-Molina Á, Franco P, Mac-Ginty S, Martínez V. Prevention and Early Treatment of Depression Through the Life Course. View
  94. Simões de Almeida R, da Silva T. Digital Therapies in Psychosocial Rehabilitation and Mental Health. View
  95. Galitsky B. Artificial Intelligence for Healthcare Applications and Management. View
  96. Das A, Day T, Kulkarni V, Buchanan A, Cottrell K, John N, Chatterjee K. Augmenting Neurological Disorder Prediction and Rehabilitation Using Artificial Intelligence. View
  97. Bickmore T. The Handbook on Socially Interactive Agents. View
  98. Zohuri B, McDaniel P. Transcranial Magnetic and Electrical Brain Stimulation for Neurological Disorders. View
  99. Striegl J, Gotthardt M, Loitsch C, Weber G. Computers Helping People with Special Needs. View
  100. Luxton D, Hudlicka E. Artificial Intelligence in Brain and Mental Health: Philosophical, Ethical & Policy Issues. View
  101. Tiffin P, Paton L. Shaping the Future of Child and Adolescent Mental Health. View
  102. Henkel T, Linn A, van der Goot M. Chatbot Research and Design. View
  103. Bickmore T, O'Leary T. Digital Therapeutics for Mental Health and Addiction. View
  104. Cheng Y, Xie C, Wang Y, Jiang H. The International Encyclopedia of Health Communication. View
  105. Glare P, Laranjo da Silva L, Kirisci L, Ashton-James C. Person Centered Medicine. View
  106. Pollard J, Quigley S, O’Brien M, Peterson S, Casey S. Handbook of Applied Behavior Analysis. View
  107. Del Fiol G. Clinical Decision Support and Beyond. View
  108. Flore J. The Artefacts of Digital Mental Health. View
  109. Denecke K. HCI International 2023 Posters. View
  110. Denecke K. Sentiment Analysis in the Medical Domain. View
  111. Stock A, Schlögl S, Groth A. Artificial Intelligence in HCI. View
  112. Escobar-Planas M, Charisi V, Hupont I, Martínez-Hinarejos C, Gómez E. Chatbots - The AI-Driven Front-Line Services for Customers. View
  113. Striegl J, Loitsch C, Weber G. Human-Computer Interaction. View
  114. Rojc M, Ariöz U, Šafran V, Mlakar I. Chatbots - The AI-Driven Front-Line Services for Customers. View
  115. Taylor D, Buckley O, Aung H. HCI International 2023 Posters. View
  116. Larsen M, Vo L, Pratap A, Peters D. Tasman’s Psychiatry. View
  117. Tiwari A, Chugh A, Sharma A. Innovations in Artificial Intelligence and Human-Computer Interaction in the Digital Era. View
  118. Amorese T, McConvey G, Cuciniello M, Cordasco G, Bond R, Mulvenna M, Ennis E, Callejas Z, Esposito A. Proceedings of Eighth International Congress on Information and Communication Technology. View
  119. Gaggioli A, Cerasa A, Barresi G. mHealth and Human-Centered Design Towards Enhanced Health, Care, and Well-being. View
  120. Singh S, Joshi R, Jain P, Abilash K. Emotional AI and Human-AI Interactions in Social Networking. View
  121. Nazarova D. Proceedings of the Future Technologies Conference (FTC) 2023, Volume 1. View
  122. Apablaza J, Cano S. Social Computing and Social Media. View
  123. Duhan R, Pande C, Martin A. Perspectives in Business Informatics Research. View
  124. Ge Q, Liu L, Zhang H, Li L, Li X, Zhu X, Liao L, Song D. Proceedings of 2023 Chinese Intelligent Automation Conference. View
  125. Pedrelli P, Bentley K, Pittman M, Meyer A, Fisher L. The Massachusetts General Hospital Handbook of Cognitive Behavioral Therapy. View
  126. Kozłowski M, Gabor-Siatkowska K, Stefaniak I, Sowański M, Janicki A. Computational Science – ICCS 2023. View
  127. Afrin Z, Farid D, Mamun K. Intelligent Systems and Data Science. View
  128. Mancini A, Fabbo A. Noninvasive Mechanical Ventilation and Neuropsychiatric Disorders. View
  129. Rahman T, Nayan N. Advances in Visual Informatics. View
  130. Ghoshal N, Bhartia V, Tripathy B, Tripathy A. Advances in Distributed Computing and Machine Learning. View
  131. Basu B, Garala K, Prajapati B. Human‐Machine Interface. View
  132. Díaz Carrillo M, Ramírez Pírez M, Lemos Chang G. Applied Informatics. View
  133. Brandtzaeg P, You Y, Wang X, Lao Y. HCI International 2023 – Late Breaking Papers. View
  134. Wright L. Digital Mental Health. View
  135. Cornish P. Stepped Care 2.0: The Power of Conundrums. View
  136. Link M, Gerth S, Belikova-Gerth V, Jesse J. Entrepreneurship der Zukunft. View
  137. Garcia-Lopez A. The Theory of Mind Under Scrutiny. View
  138. Albarhami Thabit S. Advances in Sentiment Analysis - Techniques, Applications, and Challenges. View
  139. Collecchia G, De Gobbi R. AI in Clinical Practice. View
  140. Santos J, Faria L, Martins C. Intelligent Systems and Applications. View
  141. Pani B, Crawford J, Allen K. Applications of Generative AI. View
  142. Ho K, Park S, Lai M, Krakovsky S. Artificial Intelligence in Medicine. View
  143. Mehdi M, Hauck F, Pryss R, Schlee W. Textbook of Tinnitus. View
  144. Orji J, Chan G, Ndulue C, Orji R. Persuasive Technology. View
  145. Jiménez-Alonso B, Brescó de Luna I. Ethics in Online AI-based Systems. View
  146. Das S, Patro U, Panda T, Pani D, Badawy H. Applications, Challenges, and the Future of ChatGPT. View
  147. Striegl J, Fekih F, Weber G, Loitsch C. Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. View
  148. Ashrafi N, Neuhaus V, Vona F, Peperkorn N, Shiban Y, Voigt-Antons J. Human-Computer Interaction. View
  149. Pandya A, Lodha P, Gupta A. Digital Healthcare in Asia and Gulf Region for Healthy Aging and More Inclusive Societies. View
  150. Tuna A. Integrating Generative AI in Education to Achieve Sustainable Development Goals. View
  151. Schlimbach R, Geers M, Kook L, Khosrawi-Rad B. Sustainable Service Management. View
  152. Gabor-Siatkowska K, Stefaniak I, Janicki A. Transforming Media Accessibility in Europe. View
  153. Larsen M, Vo L, Pratap A, Peters D. Tasman’s Psychiatry. View
  154. Chakraborty T, Sharada V, Gohain D. AI Technologies and Advancements for Psychological Well-Being and Healthcare. View
  155. Rahman M, B. S. S, Channabasaiah K, C. R. R, Deepika N, Velusamy K. Advancements in Intelligent Process Automation. View
  156. Cavicchio F. Emotion Detection in Natural Language Processing. View
  157. Hadinezhad S, Garg S, Lindgren R. Trust and Inclusion in AI-Mediated Education. View
  158. Raghavendra A, Halaswamy D, Vijayakumar G, Sandhya S. Human Resource Strategies in the Era of Artificial Intelligence. View
  159. Mahed Mousavi S, Negro R, Riccardi G. Proceedings of the Eighth Italian Conference on Computational Linguistics CliC-it 2021. View
  160. Guérin R, Hofmeijer E, Kester L, Sensmeier L. Code and Conscience. View
  161. Di Ieva A, Stewart C, Suero Molina E. Computational Neurosurgery. View
  162. Larionova V, Goncharova N, Daineko L, Silin V. Scenarios, Fictions, and Imagined Possibilities in Science, Engineering, and Education. View
  163. Prakash V, Foster A, Noble J, Zaiane O. Information Integration and Web Intelligence. View
  164. Santamarina P, Packer M. Clinical Handbook for the Diagnosis and Treatment of Pediatric Mood Disorders. View
  165. Rawat P, Bajaj M, Vats S, Sharma V. A Practitioner's Approach to Problem-Solving using AI. View
  166. Daisy A. Advancing Sustainable Development Goals With Educational Technology. View
  167. . The Cambridge Companion to Religion and Artificial Intelligence. View
  168. Aman Z, Qidwai M. Intersection of Human Rights and AI in Healthcare. View
  169. Wilks Y. The Cambridge Companion to Religion and Artificial Intelligence. View
  170. Nurfadhilah E, Yoganingrum A, Latief A, Widyasuri A, Jarin A, Afra D, Gunarso G, Komariah K, Uliniansyah M, Untariyati N, Hidayati N, Fajri R, Dyah Ayuningtias R, Pebiana S, Yaniasih Y, Yuyun Y, Karsanti H, Puspita G. Humanizing Technology With Emotional Intelligence. View
  171. Walia Y, Gupta R. Transforming Neuropsychology and Cognitive Psychology With AI and Machine Learning. View
  172. Hilty D, Cheng Y, Luxton D. Digital Mental Health. View
  173. Thandayuthapani S. Enhancing School Counseling With Technology and Case Studies. View
  174. Narasannagari L, Bhardwaj D. Harnessing AI and Machine Learning for Precision Wellness. View
  175. Beg M, Verma M. Chatbots and Mental Healthcare in Psychology and Psychiatry. View
  176. Verma M, Chanthar K, Beg M. Chatbots and Mental Healthcare in Psychology and Psychiatry. View
  177. Awasekar D, Lobo L. Futureproofing Engineering Education for Global Responsibility. View
  178. Edirisinghe D, Jayakody J, Sandeepani M, Madiwilage I, Wickramarathne J, Shyamalee T. Intelligent Sustainable Systems. View
  179. Brandtzaeg P, Skjuve M, Følstad A. Oxford Intersections: AI in Society. View
  180. Damingo L, Igulu K, Saturday N, Asunogie T, Kizzy E. Revolutionizing Healthcare: Impact of Artificial Intelligence on Diagnosis, Treatment, and Patient Care. View
  181. Garg V, Malhotra C, Kumar H, Bhardwaj A, Bansal R, Saini S. Innovations in Healthcare Technologies in India. View
  182. Çela E, Fonkam M, Vedishchev A, Vajjhala N. Artificial Intelligence in Healthcare Information Systems—Security and Privacy Challenges. View
  183. de Bruijn G, Jabeen F, Bosse T. The Handbook of Mental Health Communication. View
  184. Raygoza-L. M, Murrieta-Rico F, Orduño-Osuna J. Coaching in Communication Research. View
  185. Dan S, Ghosh J, Sarkar B, Bhattacharya J. AI-Powered Digital Twins for Predictive Healthcare. View
  186. Bao E, Pérez A, Parapar J. Advances in Information Retrieval. View
  187. Zhang S, Li S, Zhang T, Zhang X, Geng Y, Lin H, Luo L, Yang L. Health Information Processing. View
  188. Röder S. Transformation in Health Care. View
  189. . Uexküll, Psychosomatische Medizin. View
  190. Foster E. Oxford Intersections: AI in Society. View
  191. Sudharsan B, Kosiba R, Parthasarathi A, Richard R. Artificial Intelligence and Applications. View
  192. Oosthuizen R. International Handbook of Emotions. View
  193. Feng S. Conceptualizing Digital Responsibility for the Information Age. View
  194. Thirumeni A, Vimala L, Pandian R, Cherian A. Ecological and Social Determinants of Suicidal Behavior. View

Books/Policy Documents

  1. Tian L, Oviatt S, Muszynski M, Chamberlain B, Healey J, Sano A. Applied Affective Computing. View
  2. Yarozkaja L, Aleinikova D. Lingvodidactic projection of the social and humanitarian sphere in the contour of artificial intelligence. View
  3. Garraffa M, Mazzaggio G. Pragmatics in the Health Sciences. View

Conference Proceedings

  1. Kharel P, Sharma K, Dhimal S, Sharma S. 2019 Second International Conference on Advanced Computational and Communication Paradigms (ICACCP). Early Detection of Depression and Treatment Response Prediction using Machine Learning: A Review View
  2. Cameron G, Cameron D, Megaw G, Bond R, Mulvenna M, O’Neill S, Armour C, McTear M. . Back to the Future: Lessons from Knowledge Engineering Methodologies for Chatbot Design and Development View
  3. Cameron G, Cameron D, Megaw G, Bond R, Mulvenna M, O’Neill S, Armour C, McTear M. . Best Practices for Designing Chatbots in Mental Healthcare – A Case Study on iHelpr View
  4. Mody V, Mody V. 2019 IEEE 5th International Conference for Convergence in Technology (I2CT). Mental Health Monitoring System using Artificial Intelligence: A Review View
  5. Lee M, Ackermans S, van As N, Chang H, Lucas E, IJsselsteijn W. Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Caring for Vincent View
  6. O'Leary K, Schueller S, Wobbrock J, Pratt W. Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems. “Suddenly, we got to become therapists for each other” View
  7. Sheikh S, Shaban K. 2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies (ICIoT). Finding Behavioural and Imaging Biomarkers of Major Depressive Disorder (MDD) using Artificial Intelligence: A Review View
  8. Holmes S, Moorhead A, Bond R, Zheng H, Coates V, McTear M. 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). WeightMentor, bespoke chatbot for weight loss maintenance: Needs assessment & Development View
  9. Liao Y, He J. Proceedings of the 25th International Conference on Intelligent User Interfaces. Racial mirroring effects on human-agent interaction in psychotherapeutic conversations View
  10. Balatsoukas P, Porat T, Sassoon I, Essers K, Kokciyan N, Chapman M, Drake A, Modgil S, Ashworth M, Sklar E, Parsons S, Curcin V. IEEE EUROCON 2019 -18th International Conference on Smart Technologies. User Involvement in the Design of a Data-Driven Self-Management Decision Support Tool for Stroke Survivors View
  11. Kim S, Lee J, Gweon G. Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Comparing Data from Chatbot and Web Surveys View
  12. Xu J, Bryant D, Howard A. 2018 27th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN). Would You Trust a Robot Therapist? Validating the Equivalency of Trust in Human-Robot Healthcare Scenarios View
  13. Henderson P, Sinha K, Angelard-Gontier N, Ke N, Fried G, Lowe R, Pineau J. Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society. Ethical Challenges in Data-Driven Dialogue Systems View
  14. Ong E, Alburo J, de Jesus C, Gilig L, Ong D. 2019 22nd Conference of the Oriental COCOSDA International Committee for the Co-ordination and Standardisation of Speech Databases and Assessment Techniques (O-COCOSDA). Challenges Posed by Voice Interface to Child- Agent Collaborative Storytelling View
  15. Park H, Lee J. Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems. Can a Conversational Agent Lower Sexual Violence Victims' Burden of Self-Disclosure? View
  16. Chatzimina M, Koumakis L, Marias K, Tsiknakis M. 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE). Employing Conversational Agents in Palliative Care: A Feasibility Study and Preliminary Assessment View
  17. Choi J, Agichtein E. Proceedings of the 2020 Conference on Human Information Interaction and Retrieval. Quantifying the Effects of Prosody Modulation on User Engagement and Satisfaction in Conversational Systems View
  18. Kim J, Kim Y, Kim B, Yun S, Kim M, Lee J. Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems. Can a Machine Tend to Teenagers' Emotional Needs? View
  19. Patel F, Thakore R, Nandwani I, Bharti S. 2019 IEEE 16th India Council International Conference (INDICON). Combating Depression in Students using an Intelligent ChatBot: A Cognitive Behavioral Therapy View
  20. Wadley G, Calvo R, Torous J, Czerwinski M. Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems. 3rd Symposium on Computing and Mental Health View
  21. Bell S, Wood C, Sarkar A. Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. Perceptions of Chatbots in Therapy View
  22. Qu C, Sas C, Doherty G. Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Exploring and Designing for Memory Impairments in Depression View
  23. Kim T, Ruensuk M, Hong H. Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. In Helping a Vulnerable Bot, You Help Yourself View
  24. Bhagat P, Prajapati S, Seth A. Proceedings of the 2020 International Conference on Information and Communication Technologies and Development. Initial Lessons from Building an IVR-based Automated Question-Answering System View
  25. Tania M, Andreev I, Temdee P. 2020 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT & NCON). Arts and Science of Digital Mental Health Support View
  26. Kimani E, Bickmore T, Trinh H, Pedrelli P. 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII). You'll be Great: Virtual Agent-based Cognitive Restructuring to Reduce Public Speaking Anxiety View
  27. Abdulrahman A, Richards D, Mascarenhas S. Proceedings of the 18th International Conference on Intelligent Virtual Agents. Shared Planning for building Human-agent Therapeutic Alliance View
  28. Berengueres J, Castro D. 2017 IEEE International Conference on Big Data (Big Data). Differences in emoji sentiment perception between readers and writers View
  29. Fadhil A, Schiavo G, Wang Y, Yilma B. Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare. The Effect of Emojis when interacting with Conversational Interface Assisted Health Coaching System View
  30. Quamar A, Lei C, Miller D, Ozcan F, Kreulen J, Moore R, Efthymiou V. Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. An Ontology-Based Conversation System for Knowledge Bases View
  31. Laleye F, Blanié A, Brouquet A, Behnamou D, de Chalendar G. Proceedings of the 35th Annual ACM Symposium on Applied Computing. Semantic similarity to improve question understanding in a virtual patient View
  32. Ghandeharioun A, McDuff D, Czerwinski M, Rowan K. 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII). EMMA: An Emotion-Aware Wellbeing Chatbot View
  33. Motalebi N, Abdullah S. Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare. Conversational Agents to Provide Couple Therapy for Patients with PTSD View
  34. Yang W, Chuah M, Du L. Proceedings of Deep Learning for Wellbeing Applications Leveraging Mobile Devices and Edge Computing. M&M View
  35. Őzcan F, Quamar A, Sen J, Lei C, Efthymiou V. Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. State of the Art and Open Challenges in Natural Language Interfaces to Data View
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