1 강영옥, "합성곱신경망을 활용한 SNS 사진 분류 및 관광객과 거주자의 관광 활동 특성 분석" 대한지리학회 56 (56): 247-264, 2021
2 조원호, "합성곱 신경망을 이용한 딥러닝 기반의 토지피복 분류: 한국 토지피복을 대상으로" 대한지리학회 54 (54): 1-16, 2019
3 김현진, "학교교육에서 AI 활용에 대한 교사의 인식" 한국교육공학회 36 (36): 905-930, 2020
4 황규호, "포스트 코로나 시대 국가교육과정의 과제" 한국교육과정학회 38 (38): 83-106, 2020
5 김경일, "지혜의 심리학" 진성북스 2017
6 박지만, "인공지능과 국토정보를 활용한 노인복지취약지구 추출방법에 관한 연구" 한국국토정보공사 48 (48): 169-186, 2018
7 Holmes, W., "인공지능 시대의 미래교육: 가르침과 배움의 함의" 박영story 2020
8 신동광, "영어 쓰기 능력 향상을 위한 AI 챗봇 활용 방안 탐색" 교육연구원 35 (35): 41-55, 2019
9 황홍섭, "빅데이터를 활용한 사회과 교수·학습 모형의 탐색" 한국사회과교육연구학회 58 (58): 63-98, 2019
10 박지수, "빅데이터 기반 사회과 핵심역량 도출과 평가도구 개발 및 검증: 지리 영역을 중심으로" 부산대학교 2021
11 김민성, "로우테크 원격탐사 활동의 교육적 효과 - 비판적 공간사고력을 중심으로 -" 한국지리환경교육학회 24 (24): 115-130, 2016
12 모윤하, "디지털 스토리텔링을 위한 챗봇 개발" 서울대학교 2020
13 김영훈, "국토공간분석을 위한 인공지능 기법의 가능성 탐색" 451 : 94-95, 2019
14 김민성, "교사들이 인지하는 고등학생들의 한국지리 오개념" 대한지리학회 48 (48): 482-496, 2013
15 김길수, "공공부문에서 인공지능 활용에 관한 연구" 한국자치행정학회 33 (33): 27-47, 2019
16 강영옥, "경험적 모델과 머신러닝 기법을 활용한 SNS 사용자 분류방법 비교: 플리커 데이터의 관광객 분류방법" 대한공간정보학회 27 (27): 29-37, 2019
17 Selwyn, N., "What’s next for Ed-Tech? Critical hopes and concerns for the 2020s, Learning" 45 (45): 1-6, 2020
18 D’Mello, S. K., "Toward an affect-sensitive AutoTutor" 22 (22): 53-61, 2007
19 Ahmad, M. F., "The era of artificial intelligence in Malaysian higher education : Impact and challenges in tangible mixed-reality learning system toward self exploration education(SEE)" 163 : 2-10, 2019
20 Heffernan, N. T., "The ASSISTments ecosystem : Building a platform that brings scientists and teachers together for minimally invasive research on human learning and teaching" 24 (24): 470-497, 2014
21 Heffernan, N. T., "The ASSISTment builder : Towards an analysis of cost effectiveness of ITS creation" 515-520, 2006
22 Kural, M., "Teaching for hot conceptual change : Towards a new model, beyond the cold and warm ones" 2 (2): 1-40, 2016
23 Graesser, A. C., "Scaffolding deep comprehension strategies through Point&Query, AutoTutor, and iSTART" 40 (40): 225-234, 2005
24 최서원, "SW 교육 보조 도구로서의 AI 챗봇 활용" 한국정보통신학회 23 (23): 1693-1699, 2019
25 Chou, C. Y., "Reciprocal tutoring : Design with cognitive load sharing" 26 (26): 512-535, 2016
26 Rajendran, R., "Personalized affective feedback to address students’ frustration in ITS" 12 (12): 87-97, 2018
27 Roschelle, J., "Online mathematics homework increases student achievement" 2 (2): 1-12, 2016
28 Mason, L., "On warm conceptual change : The interplay of text, epistemological beliefs, and topic interest" 100 (100): 291-309, 2008
29 Williamson, B., "New digital laboratories of experimental knowledge production : Artificial intelligence and education research" 18 (18): 209-220, 2020
30 D’Mello, S. K., "Multimodal semiautomated affect detection from conversational cues, gross body language, and facial features" 20 (20): 147-187, 2010
31 Fischer, C., "Mining big data in education : Affordances and challenges" 44 (44): 130-160, 2020
32 Knox, J., "Machine behaviourism : Future visions of ‘learnification’ and ‘datafication’ across humans and digital technologies, Learning" 45 (45): 31-45, 2020
33 Timms, M. J., "Letting artificial intelligence in education out of the box : Educational cobots and smart classrooms" 26 (26): 701-712, 2016
34 Biswas, G., "Learning by teaching: A new agent paradigm for educational software" 19 (19): 363-392, 2005
35 Alkhatlan, A., "Intelligent tutoring systems : A comprehensive historical survey with recent developments" 181 (181): 1-20, 2019
36 Kinnebrew, J. S., "Integrating model-driven and data-driven techniques for analyzing learning behaviors in open-ended learning environments" 10 (10): 140-153, 2015
37 Williamson, B., "Historical threads, missing links, and future directions in AI in education, Learning" 45 (45): 223-235, 2020
38 Ideland, M., "Google and the end of the teacher? How a figuration of the teacher is produced through an ed-tech discourse, Learning" 46 (46): 33-46, 2021
39 Morgan, J., "Geography: Teaching School Subjects" Routledge 11-19, 2005
40 Janowicz, K., "GeoAI : Spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond" 34 (34): 625-636, 2020
41 Biswas, G., "From design to implementation to practice a learning by teaching system : Betty’s Brain" 26 (26): 350-364, 2016
42 du Boulay, B., "Escape from the Skinner Box : The case for contemporary intelligent learning environments" 50 (50): 2902-2919, 2019
43 McStay, A., "Emotional AI and EdTech : Serving the public good?, Learning" 45 (45): 270-283, 2020
44 Bringula, R. P., "Effects of pedagogical agents on students’ mathematics performance : A comparison between two versions" 56 (56): 701-722, 2018
45 Romero, C., "Educational data mining:A review of the state of the art" 40 (40): 601-618, 2010
46 Scheuer, O., "Educational data mining, Encyclopedia of the Sciences of Learning"
47 Leelawong, K., "Designing learning by teaching agents : The Betty's Brain system" 18 (18): 181-208, 2008
48 Luckin, R., "Designing educational technologies in the age of AI : A learning sciencesdriven approach" 50 (50): 2824-2838, 2019
49 Tan, J., "Computer games as intelligent learning environments : A river ecosystem adventure" 646-653, 2005
50 Holstein, K., "Codesigning a real-time classroom orchestration tool to support teacher-AI complementarity" 6 (6): 27-52, 2019
51 Luan, H., "Challenges and future directions of big data and artificial intelligence in education" 11 : 2020
52 Pintrich, P. R., "Beyond cold conceptual change : The role of motivational beliefs and classroom contextual factors in the process of conceptual change" 63 (63): 167-199, 1993
53 Nye, B. D., "AutoTutor and family : A review of 17 years of natural language tutoring" 24 (24): 427-469, 2014
54 D’Mello, S. K., "AutoTutor and affective AutoTutor : Learning by talking with cognitively and emotionally intelligent computers that talk back" 2 (2): 1-39, 2013
55 Graesser, A. C., "AutoTutor : An intelligent tutoring system with mixed-initiative dialogue" 48 (48): 612-618, 2005
56 Chen, L., "Artificial intelligence in education : A review" 8 : 75264-75278, 2020
57 du Boulay, B., "Artificial intelligence as an effective classroom assistant" 31 (31): 76-81, 2016
58 Knox, J., "Artificial intelligence and education in China, Learning" 45 (45): 298-311, 2020
59 Kelly, K., "Artificial Intelligence in Education" Springer 824-827, 2013
60 Holstein, K., "Artificial Intelligence in Education" Springer 154-168, 2018
61 Asif, R., "Analyzing undergraduate students’ performance using educational data mining" 113 : 177-194, 2017
62 Wilson, C., "Adaptive systems in education : A review and conceptual unification" 34 (34): 2-19, 2017
63 Yannier, N., "Active learning is about more than hands-on : A mixed-reality AI system to support STEM education" 30 (30): 74-96, 2020
64 Goldsmith, A.S, "ASSISTments Cross-Platform Mobile App"
65 Berendt, B., "AI in education : Learner choice and fundamental rights, Learning" 45 (45): 312-324, 2020
66 Carbonell, J. R., "AI in CAI : An artificial-intelligence approach to computer-assisted instruction" 11 (11): 190-202, 1970
67 Crevier, D., "AI : The Tumultuous History of the Search for Artificial Intelligence" Basic Books 1993
68 Pareto, L., "A teachable agent game engaging primary school children to learn arithmetic concepts and reasoning" 24 (24): 251-283, 2014
69 Koedinger, K. R., "A quasi-experimental evaluation of an on-line formative assessment and tutoring system" 43 (43): 489-510, 2010
70 Mendicino, M., "A comparison of traditional homework to computersupported homework" 41 (41): 331-359, 2009
71 박찬, "4차산업혁명시대 인공지능 융합교육법 : 우리아이 AI" 다빈치books 2020