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Volumn 46, Issue 4, 2011, Pages 197-221

The relative effectiveness of human tutoring, intelligent tutoring systems, and other tutoring systems

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EID: 82755170505     PISSN: 00461520     EISSN: None     Source Type: Journal    
DOI: 10.1080/00461520.2011.611369     Document Type: Review
Times cited : (1012)

References (140)
  • 1
    • 35048899280 scopus 로고    scopus 로고
    • Evaluating the effectiveness of a tutorial dialogue system for selfexplanation
    • J. Lester, R. M. Vicari & F. Paraguaca (Eds.), Berlin, Germany: Springer
    • Aleven, V., Ogan, A., Popescu, O., Torrey, C., & Koedinger, K. R. (2004). Evaluating the effectiveness of a tutorial dialogue system for selfexplanation. In J. Lester, R. M. Vicari & F. Paraguaca (Eds.), Intelligent tutoring systems: Seventh International Conference, ITS 2004 (pp. 443-454). Berlin, Germany: Springer.
    • (2004) Intelligent Tutoring Systems: Seventh International Conference, ITS , vol.2004 , pp. 443-454
    • Aleven, V.1    Ogan, A.2    Popescu, O.3    Torrey, C.4    Koedinger, K.R.5
  • 4
    • 50849140152 scopus 로고    scopus 로고
    • Research methods tutor: Evaluation of a dialogue-based tutoring system in the classroom
    • Arnott, E., Hastings, P., & Allbritton, D. (2008). Research methods tutor: Evaluation of a dialogue-based tutoring system in the classroom. Behavior Research Methods, 40, 672-694.
    • (2008) Behavior Research Methods , vol.40 , pp. 672-694
    • Arnott, E.1    Hastings, P.2    Allbritton, D.3
  • 5
    • 36849021503 scopus 로고    scopus 로고
    • The effect of a human agent's external regulation upon college students' hypermedia learning
    • Azevedo, R., Greene, J. A., & Moos, D. C. (2007). The effect of a human agent's external regulation upon college students' hypermedia learning. Metacognition and Learning, 2, 67-87.
    • (2007) Metacognition and Learning , vol.2 , pp. 67-87
    • Azevedo, R.1    Greene, J.A.2    Moos, D.C.3
  • 7
    • 84857477372 scopus 로고    scopus 로고
    • Differences between intelligent tutor lessons, and the choice to go off-task
    • Cóordoba, Spain: Universidad de Cóordoba
    • Baker, R. S. J. d. (2009). Differences between intelligent tutor lessons, and the choice to go off-task. In Proceedings for the 2nd International Conference on Educational Data Mining (pp. 11-20). Cóordoba, Spain: Universidad de Cóordoba.
    • (2009) Proceedings For the 2nd International Conference On Educational Data Mining , pp. 11-20
    • Baker, R.S.J.D.1
  • 10
    • 84973712252 scopus 로고
    • The 2 sigma problem: The search formethods of group instruction as effective as one-to-one tutoring
    • Bloom, B. S. (1984). The 2 sigma problem: The search formethods of group instruction as effective as one-to-one tutoring. Educational Researcher, 13, 4-16.
    • (1984) Educational Researcher , vol.13 , pp. 4-16
    • Bloom, B.S.1
  • 11
    • 70349805472 scopus 로고    scopus 로고
    • Balancing cognitive and motivational scaffolding in tutorial dialogue
    • In B. P. Woolf, E. Aimeur, R. Nkambou, & S. P. Lajoie (Eds.), Berlin, Germany: Springer
    • Boyer, K. E., Phillips, R., Wallis, M., Vouk, M., & Lester, J. C. (2008). Balancing cognitive and motivational scaffolding in tutorial dialogue. In B. P. Woolf, E. Aimeur, R. Nkambou, & S. P. Lajoie (Eds.), Intelligent tutoring systems: 9th International Conference, ITS2008 (pp. 239-249). Berlin, Germany: Springer.
    • (2008) Intelligent Tutoring Systems: 9th International Conference, ITS2008 , pp. 239-249
    • Boyer, K.E.1    Phillips, R.2    Wallis, M.3    Vouk, M.4    Lester, J.C.5
  • 16
    • 82755188484 scopus 로고    scopus 로고
    • Retrieved from
    • Carnegie Learning. (2010). Cognitive tutor effectiveness. Retrieved from http://www.carnegielearning.com/static/webdocs/2010CognitiveTutorEffectiveness.pdf
    • (2010) Cognitive Tutor Effectiveness
    • Learning, C.1
  • 17
    • 82755185752 scopus 로고    scopus 로고
    • May, Paper presented at the Proceedings of the Sixteenth Midwest Artificial Intelligence and Cognitive Science (MAICS-2005) Conference, Dayton, OH
    • Chae, H. M., Kim, J. H., & Glass, M. S. (2005, May). Effective behaviors in a comparison between novice and expert algebra tutors. Paper presented at the Proceedings of the Sixteenth Midwest Artificial Intelligence and Cognitive Science (MAICS-2005) Conference, Dayton, OH.
    • (2005) Effective Behaviors in a Comparison between Novice and Expert Algebra Tutors
    • Chae, H.M.1    Kim, J.H.2    Glass, M.S.3
  • 18
    • 79955803320 scopus 로고    scopus 로고
    • Empirically evaluating the application of reinforcement learning to the induction of effective and adaptive pedagogical strategies
    • Chi, M., VanLehn, K., Litman, D., & Jordan, P. (2011). Empirically evaluating the application of reinforcement learning to the induction of effective and adaptive pedagogical strategies. User Modeling and User-Adapted Interaction, 21, 99-135.
    • (2011) User Modeling and User-Adapted Interaction , vol.21 , pp. 99-135
    • Chi, M.1    Vanlehn, K.2    Litman, D.3    Jordan, P.4
  • 19
    • 82755188482 scopus 로고    scopus 로고
    • An evaluation of pedagogical tutorial tactics for a natural language tutoring systems: A reinforcement learning approach
    • in press
    • Chi, M., VanLehn, K., Litman, D., & Jordan, P. (in press). An evaluation of pedagogical tutorial tactics for a natural language tutoring systems: A reinforcement learning approach. International Journal of Applied Artificial Intelligence.
    • International Journal of Applied Artificial Intelligence
    • Chi, M.1    Vanlehn, K.2    Litman, D.3    Jordan, P.4
  • 20
    • 0001962634 scopus 로고    scopus 로고
    • Constructing self-explanations and scaffolded explanations in tutoring
    • Chi, M. T. H. (1996). Constructing self-explanations and scaffolded explanations in tutoring. Applied Cognitive Psychology, 10, S33-S49.
    • (1996) Applied Cognitive Psychology , vol.10 , pp. 33-49
    • Chi, M.T.H.1
  • 21
    • 70350717339 scopus 로고    scopus 로고
    • Active-Constructive-Interactive: A conceptual framework for differentiating learning activities
    • Chi, M. T. H. (2009). Active-Constructive-Interactive: A conceptual framework for differentiating learning activities. Topics in Cognitive Science, 1, 73-105.
    • (2009) Topics In Cognitive Science , vol.1 , pp. 73-105
    • Chi, M.T.H.1
  • 23
    • 41449089865 scopus 로고    scopus 로고
    • Observing tutorial dialogues collaboratively: Insights about human tutoring effectiveness from vicarious learning
    • Chi, M. T. H., Roy, M., & Hausmann, R. G. M. (2008). Observing tutorial dialogues collaboratively: Insights about human tutoring effectiveness from vicarious learning. Cognitive Science, 32, 301-342.
    • (2008) Cognitive Science , vol.32 , pp. 301-342
    • Chi, M.T.H.1    Roy, M.2    Hausmann, R.G.M.3
  • 24
    • 4444224717 scopus 로고    scopus 로고
    • Can tutors monitor students' understanding accurately?
    • Chi, M. T. H., Siler, S., & Jeong, H. (2004). Can tutors monitor students' understanding accurately? Cognition and Instruction, 22, 363-387.
    • (2004) Cognition and Instruction , vol.22 , pp. 363-387
    • Chi, M.T.H.1    Siler, S.2    Jeong, H.3
  • 26
  • 27
    • 85007864843 scopus 로고    scopus 로고
    • Progressive comparison of the effects of computer-assisted on the academic achievement of secondary students
    • Christmann, E., & Badgett, J. (1997). Progressive comparison of the effects of computer-assisted on the academic achievement of secondary students. Journal of Research on Computing in Education, 29, 325-338.
    • (1997) Journal of Research On Computing In Education , vol.29 , pp. 325-338
    • Christmann, E.1    Badgett, J.2
  • 30
    • 0001851629 scopus 로고
    • Goals and strategies for inquiry teachers
    • In R. Glaser (Ed.), Hillsdale, NJ: Erlbaum
    • Collins, A., & Stevens, A. (1982). Goals and strategies for inquiry teachers. In R. Glaser (Ed.), Advances in instructional psychology, Vol. 2 (pp. 65-119). Hillsdale, NJ: Erlbaum.
    • (1982) Advances In Instructional Psychology , vol.2 , pp. 65-119
    • Collins, A.1    Stevens, A.2
  • 33
    • 0035030527 scopus 로고    scopus 로고
    • Locus of feedback control in computer-based tutoring: Impact on learning rate, achievement and attitudes
    • In J. Jacko, A. Sears, M. Beaudouin-Lafon, & R. Jacob (Eds.), New York, NY: ACM Press
    • Corbett, A., & Anderson, J. R. (2001). Locus of feedback control in computer-based tutoring: Impact on learning rate, achievement and attitudes. In J. Jacko, A. Sears, M. Beaudouin-Lafon, & R. Jacob (Eds.), Proceedings of ACM CHI 2001 Conference on Human Factors in Computing Systems (pp. 245-252). New York, NY: ACM Press.
    • (2001) Proceedings of ACM CHI 2001 Conference On Human Factors In Computing Systems , pp. 245-252
    • Corbett, A.1    Anderson, J.R.2
  • 34
    • 37249077778 scopus 로고    scopus 로고
    • The impact of learning of generating vs. selecting descriptions in analyzing algebra example solutions
    • In S. A. Barab, K. E. Hay, & D. T. Hickey (Eds.), Mahwah, NJ: Erlbaum
    • Corbett, A., Wagner, A. Z., Lesgold, S., Ulrich, H., & Stevens, S.M. (2006). The impact of learning of generating vs. selecting descriptions in analyzing algebra example solutions. In S. A. Barab, K. E. Hay, & D. T. Hickey (Eds.), The 7th International Conference of the Learning Sciences (pp. 99-105). Mahwah, NJ: Erlbaum.
    • (2006) The 7th International Conference of the Learning Sciences , pp. 99-105
    • Corbett, A.1    Wagner, A.Z.2    Lesgold, S.3    Ulrich, H.4    Stevens, S.M.5
  • 35
    • 0030362821 scopus 로고    scopus 로고
    • Intrinsic motivation and the process of learning: Beneficial effects of contextualization, personalization, and choice
    • Cordova, D. I., & Lepper, M. R. (1996). Intrinsic motivation and the process of learning: Beneficial effects of contextualization, personalization, and choice. Journal of Educational Psychology, 88, 715-730.
    • (1996) Journal of Educational Psychology , vol.88 , pp. 715-730
    • Cordova, D.I.1    Lepper, M.R.2
  • 38
    • 33845296572 scopus 로고    scopus 로고
    • Constructing knowledge from dialog in an intelligent tutoring system: Interactive learning, vicarious learning and pedagogical agents
    • Craig, S. D., Driscoll, D. M., & Gholson, B. (2004). Constructing knowledge from dialog in an intelligent tutoring system: Interactive learning, vicarious learning and pedagogical agents. Journal of Educational Multimedia and Hypermedia, 13, 163-183.
    • (2004) Journal of Educational Multimedia and Hypermedia , vol.13 , pp. 163-183
    • Craig, S.D.1    Driscoll, D.M.2    Gholson, B.3
  • 39
    • 33845284532 scopus 로고    scopus 로고
    • The deeplevel reasoning questions effect: The role of dialog and deep-level reasoning questions during vicarious learning
    • Craig, S. D., Sullins, J., Witherspoon, A., & Gholson, B. (2006). The deeplevel reasoning questions effect: The role of dialog and deep-level reasoning questions during vicarious learning. Cognition and Instruction, 24, 563-589.
    • (2006) Cognition and Instruction , vol.24 , pp. 563-589
    • Craig, S.D.1    Sullins, J.2    Witherspoon, A.3    Gholson, B.4
  • 40
    • 26444479682 scopus 로고    scopus 로고
    • What do reading tutors do? A naturalistic study of more and less experienced tutors in reading
    • Cromley, J. G., & Azevedo, R. (2005). What do reading tutors do? A naturalistic study of more and less experienced tutors in reading. Discourse Processes, 40, 83-113.
    • (2005) Discourse Processes , vol.40 , pp. 83-113
    • Cromley, J.G.1    Azevedo, R.2
  • 43
    • 0000756510 scopus 로고    scopus 로고
    • Expert and exceptional performance: Evidence of maximal adaptation to task constraints
    • Ericsson, K. A., & Lehmann, A. C. (1996). Expert and exceptional performance: Evidence of maximal adaptation to task constraints. Annual Review of Psychology, 47, 273-305.
    • (1996) Annual Review of Psychology , vol.47 , pp. 273-305
    • Ericsson, K.A.1    Lehmann, A.C.2
  • 45
    • 3442896455 scopus 로고    scopus 로고
    • Evidence for learning from technology-assisted instruction
    • In H. F. O'Neil & R. Perez (Eds.), Mahwah, NJ: Erlbaum
    • Fletcher, J. D. (2003). Evidence for learning from technology-assisted instruction. In H. F. O'Neil & R. Perez (Eds.), Technology applications in education: A learning view (pp. 79-99). Mahwah, NJ: Erlbaum.
    • (2003) Technology Applications In Education: A Learning View , pp. 79-99
    • Fletcher, J.D.1
  • 47
    • 70349858645 scopus 로고    scopus 로고
    • Dependencies between student certainness states and tutor responses in a spoken dialogue corpus
    • In L. Dybkjaer & W. Minker (Eds.), Berlin, Germany: Springer
    • Forbes-Riley, K., & Litman, D. (2008). Dependencies between student certainness states and tutor responses in a spoken dialogue corpus. In L. Dybkjaer & W. Minker (Eds.), Recent trends in discourse and dialogue (vol 39, pp. 275-304). Berlin, Germany: Springer.
    • (2008) Recent Trends In Discourse and Dialogue , vol.39 , pp. 275-304
    • Forbes-Riley, K.1    Litman, D.2
  • 48
    • 82755185750 scopus 로고    scopus 로고
    • June, Paper presented at the 46th Annual Meeting of the Association for Computational Linguistics, Student Research Workshop, Columbus, OH
    • Fossati, D. (2008, June). The role of positive feedback in intelligent tutoring systems. Paper presented at the 46th Annual Meeting of the Association for Computational Linguistics, Student Research Workshop, Columbus, OH.
    • (2008) The Role of Positive Feedback In Intelligent Tutoring Systems
    • Fossati, D.1
  • 49
    • 70349880837 scopus 로고    scopus 로고
    • Learning linked lists: Experiments with the iList system
    • In B. P.Woolf, E. Aimeur, R. Nkambou, & S. P. Lajoie (Eds.), Berlin, Germany: Springer
    • Fossati, D., Di Eugenio, B., Brown, C., & Ohlsson, S. (2008). Learning linked lists: Experiments with the iList system. In B. P.Woolf, E. Aimeur, R. Nkambou, & S. P. Lajoie (Eds.), Intelligent tutoring systems: 9th International Conference, ITS 2008 (pp. 80-89). Berlin, Germany: Springer.
    • (2008) Intelligent Tutoring Systems: 9th International Conference, ITS , vol.2008 , pp. 80-89
    • Fossati, D.1    di Eugenio, B.2    Brown, C.3    Ohlsson, S.4
  • 51
    • 0001568409 scopus 로고
    • Cognitive and interactional aspects of correction in tutoring
    • In P. Goodyear (Ed.), Norwood, NJ: Ablex
    • Fox, B. A. (1991). Cognitive and interactional aspects of correction in tutoring. In P. Goodyear (Ed.), Teaching knowledge and intelligent tutoring (pp. 149-172). Norwood, NJ: Ablex.
    • (1991) Teaching Knowledge and Intelligent Tutoring , pp. 149-172
    • Fox, B.A.1
  • 54
    • 71449083794 scopus 로고    scopus 로고
    • Exploring the deep-level reasoning questions effect during vicarious learning among eighth to eleventh graders in the domains of computer literacy and Newtonian physics
    • Gholson, B., Witherspoon, A., Morgan, B., Brittingham, J. K., Coles, R., Graesser, A. C. Craig, S. D. (2009). Exploring the deep-level reasoning questions effect during vicarious learning among eighth to eleventh graders in the domains of computer literacy and Newtonian physics. Instructional Science, 37, 487-493.
    • (2009) Instructional Science , vol.37 , pp. 487-493
    • Gholson, B.1    Witherspoon, A.2    Morgan, B.3    Brittingham, J.K.4    Coles, R.5    Graesser, A.C.6    Craig, S.D.7
  • 55
    • 75349100841 scopus 로고    scopus 로고
    • April, Paper presented at the Proceedings of the Midwest Artificial Intelligence and Cognitive Science Society, Bloomington, IN
    • Glass, M. S., Kim, J. H., Evens, M., Michael, J., & Rovick, A. (1999, April). Novice vs. expert tutors: A comparison of style. Paper presented at the Proceedings of the Midwest Artificial Intelligence and Cognitive Science Society, Bloomington, IN.
    • (1999) Novice Vs. Expert Tutors: A Comparison of Style
    • Glass, M.S.1    Kim, J.H.2    Evens, M.3    Michael, J.4    Rovick, A.5
  • 56
    • 0343421062 scopus 로고    scopus 로고
    • Tutoring for transfer of technical competence
    • In B. G. Wilson (Ed.), Englewood Cliffs, NJ: Educational Technology
    • Gott, S. P., Lesgold, A., & Kane, R. S. (1996). Tutoring for transfer of technical competence. In B. G. Wilson (Ed.), Constructivist learning environments (pp. 33-48). Englewood Cliffs, NJ: Educational Technology.
    • (1996) Constructivist Learning Environments , pp. 33-48
    • Gott, S.P.1    Lesgold, A.2    Kane, R.S.3
  • 58
    • 84984147463 scopus 로고
    • Collaborative dialog patterns in naturalistic one-on-one tutoring
    • Graesser, A. C., Person, N., & Magliano, J. (1995). Collaborative dialog patterns in naturalistic one-on-one tutoring. Applied Cognitive Psychology, 9, 359-387.
    • (1995) Applied Cognitive Psychology , vol.9 , pp. 359-387
    • Graesser, A.C.1    Person, N.2    Magliano, J.3
  • 59
    • 0035693338 scopus 로고    scopus 로고
    • Intelligent tutoring systems with conversational dialogue
    • Graesser, A. C., VanLehn, K., Rose, C. P., Jordan, P., & Harter, D. (2001). Intelligent tutoring systems with conversational dialogue. AI Magazine, 22(4), 39-41.
    • (2001) AI Magazine , vol.22 , Issue.4 , pp. 39-41
    • Graesser, A.C.1    Vanlehn, K.2    Rose, C.P.3    Jordan, P.4    Harter, D.5
  • 60
    • 79957490674 scopus 로고    scopus 로고
    • Squeezing out gaming behavior in a dialog-based ITS
    • In V. Aleven, H. Kay, & J. Mostow (Eds.), Berlin,Germany: Springer-Verlag
    • Hastings, P., Arnott-Hill, E., & Allbritton, D. (2010). Squeezing out gaming behavior in a dialog-based ITS. In V. Aleven, H. Kay, & J. Mostow (Eds.), Intelligent Tutoring Systems 2010 (pp. 204-213).Berlin,Germany: Springer-Verlag.
    • (2010) Intelligent Tutoring Systems , vol.2010 , pp. 204-213
    • Hastings, P.1    Arnott-Hill, E.2    Allbritton, D.3
  • 62
    • 84963463368 scopus 로고
    • Prescribing effective human problem-solving processes: Problem descriptions in physics
    • Heller, J. I., & Reif, F. (1984). Prescribing effective human problem-solving processes: Problem descriptions in physics. Cognition and Instruction, 1, 177-216.
    • (1984) Cognition and Instruction , vol.1 , pp. 177-216
    • Heller, J.I.1    Reif, F.2
  • 63
    • 85047671489 scopus 로고    scopus 로고
    • The effects of praise on children's intrinsic motivation: A review and synthesis
    • Henderlong, J., & Lepper, M. R. (2002). The effects of praise on children's intrinsic motivation: A review and synthesis. Psychological Bulletin, 128, 774-795.
    • (2002) Psychological Bulletin , vol.128 , pp. 774-795
    • Henderlong, J.1    Lepper, M.R.2
  • 64
    • 82755164787 scopus 로고
    • August, Paper presented at the annual convention of the American Psychological Association, Washington, DC
    • Herrmann, T. (1982, August). Effective tutoring in a PSI course: Person vs. computer. Paper presented at the annual convention of the American Psychological Association, Washington, DC.
    • (1982) Effective Tutoring In a PSI Course: Person Vs. Computer
    • Herrmann, T.1
  • 67
    • 68749096913 scopus 로고    scopus 로고
    • An intelligent tutoring system for the accounting cycle: Enhancing textbook homework with artificial intelligence
    • Johnson, B. G., Phillips, F., & Chase, L. G. (2009). An intelligent tutoring system for the accounting cycle: Enhancing textbook homework with artificial intelligence. Journal of Accounting Education, 27, 30-39.
    • (2009) Journal of Accounting Education , vol.27 , pp. 30-39
    • Johnson, B.G.1    Phillips, F.2    Chase, L.G.3
  • 70
    • 0347954615 scopus 로고
    • Enhancing electrical troubleshooting skills in a computer-coached practice environment
    • Johnson, S. D., Flesher, J. W., Jehng, J.-C., & Ferej, A. (1993). Enhancing electrical troubleshooting skills in a computer-coached practice environment. Interactive Learning Environments, 3, 199-214.
    • (1993) Interactive Learning Environments , vol.3 , pp. 199-214
    • Johnson, S.D.1    Flesher, J.W.2    Jehng, J.-C.3    Ferej, A.4
  • 72
    • 85140068610 scopus 로고    scopus 로고
    • Out of the lab and into the classroom: An evaluation of reflective dialogue in Andes
    • In R. Luckin & K. R. Koedinger (Eds.), Amsterdam, The Netherlands: IOS
    • Katz, S., Connelly, J., & Wilson, C. (2007). Out of the lab and into the classroom: An evaluation of reflective dialogue in Andes. In R. Luckin & K. R. Koedinger (Eds.), Proceedings of AI in Education, 2007 (pp. 425-432). Amsterdam, The Netherlands: IOS.
    • (2007) Proceedings of AI In Education , vol.2007 , pp. 425-432
    • Katz, S.1    Connelly, J.2    Wilson, C.3
  • 73
    • 84893396860 scopus 로고    scopus 로고
    • The effects of feedback intervention on performance: A historical review, a meta-analysis and a preliminary feedback intervention theory
    • Kluger, A. N., & DeNisi, A. (1996). The effects of feedback intervention on performance: A historical review, a meta-analysis and a preliminary feedback intervention theory. Psychological Bulletin, 112, 254-284.
    • (1996) Psychological Bulletin , vol.112 , pp. 254-284
    • Kluger, A.N.1    Denisi, A.2
  • 76
    • 0025892501 scopus 로고
    • Effectiveness of computer-based instruction: An updated analysis
    • Kulik, C., & Kulik, J. (1991). Effectiveness of computer-based instruction: An updated analysis. Computers in Human Behavior, 7, 75-91.
    • (1991) Computers In Human Behavior , vol.7 , pp. 75-91
    • Kulik, C.1    Kulik, J.2
  • 77
    • 0003078922 scopus 로고
    • Meta-analytic studies of findings on computer-based instruction: An updated analysis
    • In E. L. Baker & H. F. O'Neil (Eds.), Mahwah, NJ: Erlbaum
    • Kulik, J. A. (1994). Meta-analytic studies of findings on computer-based instruction: An updated analysis. In E. L. Baker & H. F. O'Neil (Eds.), Technology assessment in education and training (pp. 9-33). Mahwah, NJ: Erlbaum.
    • (1994) Technology Assessment In Education and Training , pp. 9-33
    • Kulik, J.A.1
  • 79
    • 0022373319 scopus 로고
    • Effectiveness of computer-based education in elementary schools
    • Kulik, J., Kulik, C., & Bangert-Drowns, R. (1985). Effectiveness of computer-based education in elementary schools. Computer in Human Behavior, 1, 59-74.
    • (1985) Computer In Human Behavior , vol.1 , pp. 59-74
    • Kulik, J.1    Kulik, C.2    Bangert-Drowns, R.3
  • 80
    • 84970695860 scopus 로고
    • Effectiveness of computer-based college teaching: A meta-analysis of findings
    • Kulik, J., Kulik, C., & Cohen, P. A. (1980). Effectiveness of computer-based college teaching: A meta-analysis of findings. Review of Educational Research, 50, 524-544.
    • (1980) Review of Educational Research , vol.50 , pp. 524-544
    • Kulik, J.1    Kulik, C.2    Cohen, P.A.3
  • 81
    • 85010019012 scopus 로고    scopus 로고
    • Teaching the tacit knowledge of programming to novices with natural language tutoring
    • Lane, H. C., & VanLehn, K. (2005). Teaching the tacit knowledge of programming to novices with natural language tutoring. Computer Science Education, 15, 183-201.
    • (2005) Computer Science Education , vol.15 , pp. 183-201
    • Lane, H.C.1    Vanlehn, K.2
  • 82
    • 0041322327 scopus 로고    scopus 로고
    • The wisdom of practice: Lessons learned from the study of highly effective tutors
    • In J. Aronson (Ed.), New York, NY: Academic
    • Lepper, M. R., & Woolverton, M. (2002). The wisdom of practice: Lessons learned from the study of highly effective tutors. In J. Aronson (Ed.), Improving academic achievement: Impact of psychological factors on education (pp. 135-158). New York, NY: Academic.
    • (2002) Improving Academic Achievement: Impact of Psychological Factors On Education , pp. 135-158
    • Lepper, M.R.1    Woolverton, M.2
  • 83
    • 0002439089 scopus 로고
    • Motivational techniques of expert human tutors: Lessons for the design of computer-based tutors
    • In S. P. Lajoie & S. J. Derry (Eds.), Hillsdale, NJ: Erlbaum
    • Lepper, M. R., Woolverton, M., Mumme, D. L., & Gurtner, J.-L. (1993). Motivational techniques of expert human tutors: Lessons for the design of computer-based tutors. In S. P. Lajoie & S. J. Derry (Eds.), Computers as cognitive tools (pp. 75-105). Hillsdale, NJ: Erlbaum.
    • (1993) Computers As Cognitive Tools , pp. 75-105
    • Lepper, M.R.1    Woolverton, M.2    Mumme, D.L.3    Gurtner, J.-L.4
  • 85
    • 0344685842 scopus 로고
    • The VCR tutor: Effective instruction for device operation
    • Mark, M. A., & Greer, J. E. (1995). The VCR tutor: Effective instruction for device operation. The Journal of the Learning Sciences, 4, 209-246.
    • (1995) The Journal of the Learning Sciences , vol.4 , pp. 209-246
    • Mark, M.A.1    Greer, J.E.2
  • 90
    • 0000069805 scopus 로고
    • Effective tutoring techniques:Acomparison of human tutors and intelligent tutoring systems
    • Merrill, D. C., Reiser, B. J., Ranney, M., & Trafton, J. G. (1992). Effective tutoring techniques:Acomparison of human tutors and intelligent tutoring systems. The Journal of the Learning Sciences, 2, 277-306.
    • (1992) The Journal of the Learning Sciences , vol.2 , pp. 277-306
    • Merrill, D.C.1    Reiser, B.J.2    Ranney, M.3    Trafton, J.G.4
  • 91
    • 0000606137 scopus 로고    scopus 로고
    • The case for social agency in computer-based teaching: Do students learn more deeply when they interact with animated agents?
    • Moreno, R., Mayer, R. E., Spires, H. A., & Lester, J. C. (2001). The case for social agency in computer-based teaching: Do students learn more deeply when they interact with animated agents? Cognition and Instruction, 19, 177-213.
    • (2001) Cognition and Instruction , vol.19 , pp. 177-213
    • Moreno, R.1    Mayer, R.E.2    Spires, H.A.3    Lester, J.C.4
  • 92
    • 33746381489 scopus 로고    scopus 로고
    • A comparison of decision-theoretic, fixed-policy and random tutorial action selection
    • In M. Ikeda, K. Ashley, & T.-W. Chan (Eds.), Berlin, Germany: Springer
    • Murray, R. C., & VanLehn, K. (2006). A comparison of decision-theoretic, fixed-policy and random tutorial action selection. In M. Ikeda, K. Ashley, & T.-W. Chan (Eds.), Intelligent Tutoring Systems: 8th International Conference ITS 2006 (pp. 114-123). Berlin, Germany: Springer.
    • (2006) Intelligent Tutoring Systems: 8th International Conference ITS , vol.2006 , pp. 114-123
    • Murray, R.C.1    Vanlehn, K.2
  • 94
    • 84963428932 scopus 로고
    • Reciprocal teaching of comprehension-fostering and comprehension-monitoring activities
    • Palinscar, A. S., & Brown, A. L. (1984). Reciprocal teaching of comprehension-fostering and comprehension-monitoring activities. Cognition and Instruction, 1, 117-175.
    • (1984) Cognition and Instruction , vol.1 , pp. 117-175
    • Palinscar, A.S.1    Brown, A.L.2
  • 97
    • 0003010880 scopus 로고
    • Structuring and adjusting content for students: A study of live and simulated tutoring of addition
    • Putnam, R. T. (1987). Structuring and adjusting content for students: A study of live and simulated tutoring of addition. American Educational Research Journal, 24(1), 13-48.
    • (1987) American Educational Research Journal , vol.24 , Issue.1 , pp. 13-48
    • Putnam, R.T.1
  • 98
    • 70349881816 scopus 로고    scopus 로고
    • Comparing classroom problem-solving with no feedback to Web-based homework assistance
    • In B. P. Woolf, E. Aimeur, R. Nkambou, & S. P. Lajoie (Eds.), Berlin, Germany: Springer
    • Razzaq, L., Mendicino, M., & Heffernan, N. T. (2008). Comparing classroom problem-solving with no feedback to Web-based homework assistance. In B. P. Woolf, E. Aimeur, R. Nkambou, & S. P. Lajoie (Eds.), Intelligent tutoring systems: 9th International Conference, ITS2008 (pp. 426-437). Berlin, Germany: Springer.
    • (2008) Intelligent Tutoring Systems: 9th International Conference, ITS2008 , pp. 426-437
    • Razzaq, L.1    Mendicino, M.2    Heffernan, N.T.3
  • 99
    • 0033415286 scopus 로고    scopus 로고
    • Teaching scientific thinking skills: Students and computers coaching each other
    • Reif, F., & Scott, L. A. (1999). Teaching scientific thinking skills: Students and computers coaching each other. American Journal of Physics, 67, 819-831.
    • (1999) American Journal of Physics , vol.67 , pp. 819-831
    • Reif, F.1    Scott, L.A.2
  • 100
    • 0346861418 scopus 로고
    • Teaching real-time tactical thinking
    • In J. Psotka, L. D.Massey, & S. A.Mutter (Eds.), Hillsdale, NJ: Erlbaum
    • Ritter, F., & Feurzeig, W. (1988). Teaching real-time tactical thinking. In J. Psotka, L. D.Massey, & S. A.Mutter (Eds.), Intelligent tutoring systems: Lessons Learned (pp. 285-301). Hillsdale, NJ: Erlbaum.
    • (1988) Intelligent Tutoring Systems: Lessons Learned , pp. 285-301
    • Ritter, F.1    Feurzeig, W.2
  • 101
    • 70349456766 scopus 로고    scopus 로고
    • The effectiveness of volunteer tutoring programs for elementary and middle school students: Ameta-analysis
    • Ritter, G. W., Barnett, J. H., Denny, G. S., & Albin, G. R. (2009). The effectiveness of volunteer tutoring programs for elementary and middle school students: Ameta-analysis. Review of Educational Research, 79(1), 3-38.
    • (2009) Review of Educational Research , vol.79 , Issue.1 , pp. 3-38
    • Ritter, G.W.1    Barnett, J.H.2    Denny, G.S.3    Albin, G.R.4
  • 102
    • 84856937954 scopus 로고    scopus 로고
    • What evidence matters? A randomized field trial of Cognitive Tutor AlgebraI
    • In T. Hirashima, U. Hoppe, & S. S. Young (Eds.), Amsterdam, The Netherlands: IOS Press
    • Ritter, S., Kulikowich, J., Lei, P., McGuire, C. L., & Morgan, P. (2007). What evidence matters? A randomized field trial of Cognitive Tutor AlgebraI. In T. Hirashima, U. Hoppe, & S. S. Young (Eds.), Supporting learning flow through integrative technologies (pp. 12-20). Amsterdam, The Netherlands: IOS Press.
    • (2007) Supporting Learning Flow Through Integrative Technologies , pp. 12-20
    • Ritter, S.1    Kulikowich, J.2    Lei, P.3    McGuire, C.L.4    Morgan, P.5
  • 103
    • 82755164784 scopus 로고    scopus 로고
    • Intervice/Industry Training
    • November, Paper presented at the Interse, Orlando, FL
    • Roberts, B. (2001, November). COVE--A shiphandling trainer with an attitude. Paper presented at the Interservice/Industry Training, Simulation and Education Conference, Orlando, FL.
    • (2001) COVE--A Shiphandling Trainer With An Attitude
    • Roberts, B.1
  • 104
    • 82755188475 scopus 로고    scopus 로고
    • A first evaluation of the instructional value of negotiable problem solving goals on the exploratory learning continuum
    • In G. I. Mcalla & C.-K. Looi (Eds.), Amsterdam, The Netherlands: IOS Press
    • Rose, C. P., Aleven, V., Carey, R., & Robinson, A. (2005). A first evaluation of the instructional value of negotiable problem solving goals on the exploratory learning continuum. In G. I. Mcalla & C.-K. Looi (Eds.), Proceedings of the Artificial Intelligence in Education Conference (pp. 563-570). Amsterdam, The Netherlands: IOS Press.
    • (2005) Proceedings of the Artificial Intelligence In Education Conference , pp. 563-570
    • Rose, C.P.1    Aleven, V.2    Carey, R.3    Robinson, A.4
  • 107
    • 0000585654 scopus 로고    scopus 로고
    • Teaching scientific thinking skills: Students and computers coaching each other
    • In S. P. Lajoie & M. Vivet (Eds.), Amsterdam, The Netherlands: IOS Press
    • Scott, L. A., & Reif, F. (1999). Teaching scientific thinking skills: Students and computers coaching each other. In S. P. Lajoie & M. Vivet (Eds.), Artificial intelligence in education (pp. 285-293). Amsterdam, The Netherlands: IOS Press.
    • (1999) Artificial Intelligence In Education , pp. 285-293
    • Scott, L.A.1    Reif, F.2
  • 108
    • 84924759957 scopus 로고
    • Tutoring learning disabled students: A critical review
    • Scruggs, T. E., & Richter, L. (1985). Tutoring learning disabled students: A critical review. Learning Disabled Quarterly, 8, 286-298.
    • (1985) Learning Disabled Quarterly , vol.8 , pp. 286-298
    • Scruggs, T.E.1    Richter, L.2
  • 109
    • 84937383694 scopus 로고    scopus 로고
    • Classifying student initiatives and tutor responses in human keyboard-to-keyboard tutoring sessions
    • Shah, F., Evens, M., Michael, J., & Rovick, A. (2002). Classifying student initiatives and tutor responses in human keyboard-to-keyboard tutoring sessions. Discourse Processes, 33(1), 23-52.
    • (2002) Discourse Processes , vol.33 , Issue.1 , pp. 23-52
    • Shah, F.1    Evens, M.2    Michael, J.3    Rovick, A.4
  • 110
  • 112
    • 84951393033 scopus 로고
    • A large-scale evaluation of an intelligent discovery world
    • Shute, V. J., & Glaser, R. (1990). A large-scale evaluation of an intelligent discovery world. Interactive Learning Environments, 1, 51-76.
    • (1990) Interactive Learning Environments , vol.1 , pp. 51-76
    • Shute, V.J.1    Glaser, R.2
  • 115
    • 73449143500 scopus 로고    scopus 로고
    • Learning, interactional, and motivational outcomes in one-to-one synchronous computer-mediate versus face-toface tutoring
    • Siler, S., & VanLehn, K. (2009). Learning, interactional, and motivational outcomes in one-to-one synchronous computer-mediate versus face-toface tutoring. International Journal of Artificial Intelligence and Education, 19, 73-102.
    • (2009) International Journal of Artificial Intelligence and Education , vol.19 , pp. 73-102
    • Siler, S.1    Vanlehn, K.2
  • 116
    • 8644258098 scopus 로고
    • Studies of diagnosis and remediation with high school algebra students
    • Sleeman, D., Kelly, A. E., Martinak, R., Ward, R. D., & Moore, J. L. (1989). Studies of diagnosis and remediation with high school algebra students. Cognitive Science, 13, 551-568.
    • (1989) Cognitive Science , vol.13 , pp. 551-568
    • Sleeman, D.1    Kelly, A.E.2    Martinak, R.3    Ward, R.D.4    Moore, J.L.5
  • 118
    • 0017234951 scopus 로고
    • Educational uses of the PLATO computer system
    • Smith, S. G., & Sherwood, B. A. (1976). Educational uses of the PLATO computer system. Science, 192, 344-352.
    • (1976) Science , vol.192 , pp. 344-352
    • Smith, S.G.1    Sherwood, B.A.2
  • 119
    • 48549093985 scopus 로고    scopus 로고
    • TEx-Sys model for building intelligent tutoring systems
    • Stankov, S., Rosic, M., Zitko, B., & Grubisic, A. (2008). TEx-Sys model for building intelligent tutoring systems. Computer and Education, 51, 1017-1036.
    • (2008) Computer and Education , vol.51 , pp. 1017-1036
    • Stankov, S.1    Rosic, M.2    Zitko, B.3    Grubisic, A.4
  • 122
    • 84943232687 scopus 로고    scopus 로고
    • Kermit: A constraint-based tutor for database modeling
    • In S. A. Cerri, G. Gouarderes & F. Paraguacu (Eds.), Berlin, Germany: Springer-Verlag
    • Suraweera, P., & Mitrovic, A. (2002). Kermit: A constraint-based tutor for database modeling. In S. A. Cerri, G. Gouarderes & F. Paraguacu (Eds.), Intelligent tutoring systems: 6th International Conference, ITS 2002 (pp. 377-387). Berlin, Germany: Springer-Verlag.
    • (2002) Intelligent Tutoring Systems: 6th International Conference, ITS 2002 , pp. 377-387
    • Suraweera, P.1    Mitrovic, A.2
  • 124
    • 67650222377 scopus 로고    scopus 로고
    • Using Item Response Theory (IRT) to select hints in an ITS
    • In R. Luckin, K. R. Koedinger, & J. Greer (Eds.), Amsterdam, The Netherlands: IOS
    • Timms, M. J. (2007). Using Item Response Theory (IRT) to select hints in an ITS. In R. Luckin, K. R. Koedinger, & J. Greer (Eds.), Artificial intelligence in education (pp. 213-221). Amsterdam, The Netherlands: IOS.
    • (2007) Artificial Intelligence In Education , pp. 213-221
    • Timms, M.J.1
  • 125
    • 0002491334 scopus 로고
    • Student modeling
    • In M. Polson&J. Richardson (Eds.), Hillsdale, NJ: Erlbaum
    • VanLehn, K. (1988). Student modeling. In M. Polson&J. Richardson (Eds.), Foundations of intelligent tutoring systems (pp. 55-78). Hillsdale, NJ: Erlbaum.
    • (1988) Foundations of Intelligent Tutoring Systems , pp. 55-78
    • Vanlehn, K.1
  • 126
    • 0041381613 scopus 로고    scopus 로고
    • Rule learning events in the acquisition of a complex skill: An evaluation of Cascade
    • VanLehn, K. (1999). Rule learning events in the acquisition of a complex skill: An evaluation of Cascade. Journal of the Learning Sciences, 8, 179-221.
    • (1999) Journal of the Learning Sciences , vol.8 , pp. 179-221
    • Vanlehn, K.1
  • 128
    • 85142789032 scopus 로고    scopus 로고
    • Intelligent tutoring systems for continuous, embedded assessment
    • In C. A. Dwyer (Ed.), New York, NY: Erlbaum
    • VanLehn, K. (2008a). Intelligent tutoring systems for continuous, embedded assessment. In C. A. Dwyer (Ed.), The future of assessment: Shaping teaching and learning (pp. 113-138). New York, NY: Erlbaum.
    • (2008) The Future of Assessment: Shaping Teaching and Learning , pp. 113-138
    • Vanlehn, K.1
  • 129
    • 79957457704 scopus 로고    scopus 로고
    • The Interaction Plateau: Answer-based tutoring < step-based tutoring = natural tutoring (abstract only)
    • In B. P. Woolf, E. Aimeur, R. Nkambou, & S. P. Lajoie (Eds.), Berlin, Germany: Springer-Verlag
    • VanLehn, K. (2008b). The Interaction Plateau: Answer-based tutoring < step-based tutoring = natural tutoring (abstract only). In B. P. Woolf, E. Aimeur, R. Nkambou, & S. P. Lajoie (Eds.), Intelligent tutoring systems 2008 (p. 7). Berlin, Germany: Springer-Verlag.
    • (2008) Intelligent Tutoring Systems , vol.2008 , pp. 7
    • Vanlehn, K.1
  • 133
    • 0012549730 scopus 로고    scopus 로고
    • Volunteer tutoring programs in reading: A review
    • Wasik, B. A. (1998). Volunteer tutoring programs in reading: A review. Reading Research Quarterly, 33, 266-291.
    • (1998) Reading Research Quarterly , vol.33 , pp. 266-291
    • Wasik, B.A.1
  • 135
    • 82755186695 scopus 로고    scopus 로고
    • What Works Clearinghouse, Retrieved from
    • What Works Clearinghouse. (2009). WWC intervention report: Cognitive Tutor Algebra I. Retrieved from http://ies.ed.gov/ncee/wwc/pdf/wwccogtutorapp072809.pdf
    • (2009) WWC Intervention Report: Cognitive Tutor Algebra I


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