Exploring the challenges of AI experts to inform AI curriculum

被引：1
|
作者：
Gautam, Sanjana [1 ]
Akgun, Mahir [1 ]
Mitra, Prasenjit [1 ]
机构：
[1] Penn State Univ, University Pk, PA 16802 USA
来源：
PROCEEDINGS OF THE 54TH ACM TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION, VOL 2, SIGCSE 2023 | 2023年
关键词：
artificial intelligence; expert challenges; curriculum design;
D O I：
10.1145/3545947.3576284
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
We examine the major challenges AI experts encounter when deploying AI solutions. We conduct in-depth interviews with AI experts to elicit the frequent challenges they face. Our preliminary results highlight several factors that contribute to the challenging nature of the field, namely data scarcity, uncertainty, ill-structured problems, user behavior, and the application domain. This work indicates important areas that can be targeted during the curriculum design and development process.
引用
收藏
页码：1338 / 1338
页数：1
相关论文
共 50 条
  • [21] The Challenges and Opportunities of AI-Assisted Writing: Developing AI Literacy for the AI Age
    Cardon, Peter
    Fleischmann, Carolin
    Aritz, Jolanta
    Logemann, Minna
    Heidewald, Jeanette
    BUSINESS AND PROFESSIONAL COMMUNICATION QUARTERLY, 2023, 86 (03) : 257 - 295
  • [22] Exploring chemical space with computers: Informatics challenges for ai and machine learning
    Baldi, Pierre
    BIOMAT 2005, 2006, : 343 - 350
  • [23] Integrating AI into Breast Reconstruction Surgery: Exploring Opportunities, Applications, and Challenges
    Gorgy, Andrew
    Xu, Hong Hao
    El Hawary, Hassan
    Nepon, Hillary
    Lee, James
    Vorstenbosch, Joshua
    PLASTIC SURGERY, 2024,
  • [24] Eye of the AI storm: Exploring the impact of AI tools in ophthalmology
    Honavar, Santosh
    INDIAN JOURNAL OF OPHTHALMOLOGY, 2023, 71 (06) : 2328 - 2340
  • [25] Exploring AI-in-the-making: Sociomaterial genealogies of AI performativity
    Scott, Susan V.
    Orlikowski, Wanda J.
    INFORMATION AND ORGANIZATION, 2025, 35 (01)
  • [26] Generalizing AI: Challenges and Opportunities for Plug and Play AI Solutions
    Al Ridhawi, Ismaeel
    Otoum, Safa
    Aloqaily, Moayad
    Boukerche, Azzedine
    IEEE NETWORK, 2021, 35 (01): : 372 - 379
  • [27] Three Challenges to Secure AI Systems in the Context of AI Regulations
    Hamon, Ronan
    Junklewitz, Henrik
    Garrido, Josep Soler
    Sanchez, Ignacio
    IEEE ACCESS, 2024, 12 : 61022 - 61035
  • [28] Generative AI Meets Responsible AI: Practical Challenges and Opportunities
    Kenthapadi, Krishnaram
    Lakkaraju, Himabindu
    Rajani, Nazneen
    PROCEEDINGS OF THE 29TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2023, 2023, : 5805 - 5806
  • [29] Holding AI to Account: Challenges for the Delivery of Trustworthy AI in Healthcare
    Procter, Rob
    Tolmie, Peter
    Rouncefield, Mark
    ACM TRANSACTIONS ON COMPUTER-HUMAN INTERACTION, 2023, 30 (02)
  • [30] Ethics in the Age of AI: An Analysis of AI Practitioners' Awareness and Challenges
    Pant, Aastha
    Hoda, Rashina
    Spiegler, Simone V.
    Tantithamthavorn, Chakkrit
    Turhan, Burak
    ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY, 2024, 33 (03)
12345