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ORCIDDerek H. Sleeman
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- affiliation: University of Aberdeen, UK
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2020 – today
- 2023
[j48]Derek H. Sleeman
, Kenneth J. Gilhooly:
Groups of experts often differ in their decisions: What are the implications for AI and machine learning? A commentary on Noise: A Flaw in Human Judgment, by Kahneman, Sibony, and Sunstein (2021). AI Mag. 44(4): 555-567 (2023)- [j47]Aneeta Sylolypavan, Derek H. Sleeman, Honghan Wu, Malcolm Sim:
The impact of inconsistent human annotations on AI driven clinical decision making. npj Digit. Medicine 6 (2023) - 2020
- [c61]Derek H. Sleeman, Kiril Kostadinov, Laura Moss, Malcolm Sim:
Resolving Differences of Opinion between Medical Experts: A Case Study with the IS-DELPHI System. HEALTHINF 2020: 66-76 - [c60]Laura Moss, Derek H. Sleeman, John Kinsella:
Persuasive Argument Schemes for Clinical Conflict Resolution: An Empirical Study. CMNA@COMMA 2020: 57-66
2010 – 2019
- 2016
- [c59]Samuel R. Cauvin, Martin J. Kollingbaum, Derek H. Sleeman, Wamberto Weber Vasconcelos:
Towards a Distributed Data-Sharing Economy. COIN@AAMAS/ECAI 2016: 3-21 - 2015
- [j46]Peter M. D. Gray, Trevor Runcie, Derek H. Sleeman:
Reuse of constraint knowledge bases and problem solvers explored in engineering design. Artif. Intell. Eng. Des. Anal. Manuf. 29(1): 1-18 (2015) - [c58]Samuel R. Cauvin, Derek H. Sleeman, Wamberto Weber Vasconcelos:
Towards Knowledge-intensive Software Engineering. ICSOFT-EA 2015: 285-292 - [c57]Julius Cepukenas, Chenghua Lin, Derek H. Sleeman:
Applying Rule Extraction & Rule Refinement techniques to (Blackbox) Classifiers. K-CAP 2015: 27:1-27:5 - 2013
- [j45]María Adela Grando, Laura Moss, Derek H. Sleeman, John Kinsella:
Argumentation-logic for creating and explaining medical hypotheses. Artif. Intell. Medicine 58(1): 1-13 (2013) - [j44]Simon Rogers, Derek H. Sleeman, John Kinsella:
Investigating the Disagreement Between Clinicians' Ratings of Patients in ICUs. IEEE J. Biomed. Health Informatics 17(4): 843-852 (2013) - 2012
- [j43]Derek H. Sleeman, Laura Moss, Andy Aiken, Martin Hughes, John Kinsella, Malcolm Sim:
Detecting and resolving inconsistencies between domain experts' different perspectives on (classification) tasks. Artif. Intell. Medicine 55(2): 71-86 (2012) - [j42]Richard Crowder, David W. Fowler, Quentin Reul, Derek H. Sleeman, Nigel Shadbolt, Gary B. Wills:
An information system to support the engineering designer. J. Intell. Manuf. 23(5): 1545-1558 (2012) - 2011
- [c56]María Adela Grando, Laura Moss, David Glasspool, Derek H. Sleeman, Malcolm Sim, Charlotte J. Gilhooly, John Kinsella:
Argumentation-Logic for Explaining Anomalous Patient Responses to Treatments. AIME 2011: 35-44 - [c55]Derek H. Sleeman, Laura Moss, Malcolm Sim, John Kinsella:
Predicting adverse events: detecting myocardial damage in intensive care unit (ICU) patients. K-CAP 2011: 73-80 - [c54]Quentin Reul, Jeff Z. Pan, Derek H. Sleeman:
Towards a framework for ontology mapping based on description logic reasoning. OM 2011 - 2010
- [j41]Derek H. Sleeman, Laura Moss, Elias Gyftodimos, Marianne Nicolson, Graham Devereux:
A comparison between clinical decisions made about lung cancer patients and those inherent in the corresponding Scottish Intercollegiate Guidelines Network (SIGN) guideline. Health Informatics J. 16(4): 260-273 (2010) - [j40]Laura Moss, Derek H. Sleeman, Malcolm Sim, Malcolm Booth, Malcolm Daniel, Lyndsay Donaldson, Charlotte J. Gilhooly, Martin Hughes, John Kinsella:
Ontology-driven hypothesis generation to explain anomalous patient responses to treatment. Knowl. Based Syst. 23(4): 309-315 (2010) - [c53]Laura Moss, Derek H. Sleeman, Malcolm Sim:
Reasoning by Analogy in the Generation of Domain Acceptable Ontology Refinements. EKAW 2010: 534-543 - [p3]Derek H. Sleeman, Andy Aiken, Laura Moss, John Kinsella, Malcolm Sim:
A System to Detect Inconsistencies between a Domain Expert's Different Perspectives on (Classification) Tasks. Advances in Machine Learning II 2010: 293-314
2000 – 2009
- 2009
- [j39]Derek H. Sleeman, Ken Barker, David Corsar:
Report on the Fourth International Conference on Knowledge Capture (K-CAP 2007). AI Mag. 30(1): 126-127 (2009) - [c52]Laura Moss, Derek H. Sleeman, Malcolm Booth, Malcolm Daniel, Lyndsay Donaldson, Charlotte J. Gilhooly, Martin Hughes, Malcolm Sim, John Kinsella:
Explaining Anomalous Responses to Treatment in the Intensive Care Unit. AIME 2009: 250-254 - [c51]David Corsar, Laura Moss, Derek H. Sleeman, Malcolm Sim:
Supporting the Development of Medical Ontologies. FOMI 2009: 114-125 - [c50]Laura Moss, Derek H. Sleeman, Malcolm Sim, Malcolm Booth, Malcolm Daniel, Lyndsay Donaldson, Charlotte J. Gilhooly, Martin Hughes, John Kinsella:
Ontology-Driven Hypothesis Generation to Explain Anomalous Patient Responses to Treatment. SGAI Conf. 2009: 63-76 - 2008
- [j38]Suraj Ajit, Derek H. Sleeman, David W. Fowler, David Knott:
Constraint capture and maintenance in engineering design. Artif. Intell. Eng. Des. Anal. Manuf. 22(4): 325-343 (2008) - [j37]Marcello Balduccini, Chitta Baral, Boyan Brodaric, Simon Colton, Peter Fox, David Gutelius, Knut Hinkelmann, Ian Horswill, Bernardo A. Huberman, Eva Hudlicka, Kristina Lerman, Christine L. Lisetti, Deborah L. McGuinness, Mary Lou Maher, Mark A. Musen, Mehran Sahami, Derek H. Sleeman, Barbara Thönssen, Juan D. Velásquez, Dan Ventura:
AAAI 2008 Spring Symposia Reports. AI Mag. 29(3): 107-115 (2008) - [j36]Derek H. Sleeman, Suraj Ajit, David W. Fowler, David Knott:
The role of ontologies in creating and maintaining corporate knowledge: A case study from the aero industry. Appl. Ontology 3(3): 151-172 (2008) - [j35]Joey Sik Chun Lam, Derek H. Sleeman, Jeff Z. Pan, Wamberto Weber Vasconcelos:
A Fine-Grained Approach to Resolving Unsatisfiable Ontologies. J. Data Semant. 10: 62-95 (2008) - [c49]David Corsar, Derek H. Sleeman:
KBS Development on the (Semantic) Web. AAAI Spring Symposium: Symbiotic Relationships between Semantic Web and Knowledge Engineering 2008: 35-44 - [c48]Derek H. Sleeman, Mark A. Musen:
Organizing Committee. AAAI Spring Symposium: Symbiotic Relationships between Semantic Web and Knowledge Engineering 2008 - [c47]Derek H. Sleeman, Mark A. Musen:
Preface. AAAI Spring Symposium: Symbiotic Relationships between Semantic Web and Knowledge Engineering 2008 - [c46]Edward Thomas, Derek H. Sleeman, Jeff Z. Pan, Quentin Reul, Joey Sik Chun Lam:
The Aberdeen University Ontology Reuse Stack. AAAI Spring Symposium: Symbiotic Relationships between Semantic Web and Knowledge Engineering 2008: 83- - [c45]David Corsar, Derek H. Sleeman:
Developing Knowledge-Based Systems using the Semantic Web. BCS Int. Acad. Conf. 2008: 29-40 - [c44]Laura Moss, Derek H. Sleeman, John Kinsella, Malcolm Sim:
ACHE: An Architecture for Clinical Hypothesis Examination. CBMS 2008: 158-160 - [c43]David W. Fowler, Quentin Reul, Derek H. Sleeman:
IPAS ontology development. FOMI 2008: 120-131 - [c42]Trevor Runcie, Peter M. D. Gray, Derek H. Sleeman:
Constraint Satisfaction and Fixes: Revisiting Sisyphus VT. SGAI Conf. 2008: 105-118 - [c41]Derek H. Sleeman, Edward Thomas, Andy Aiken:
Using Ontology Search Engines to support Users and Intelligent Systems solving a range of tasks. SGAI Conf. (Applications) 2008: 117-130 - 2007
- [c40]Derek H. Sleeman, Nick Fluck, Elias Gyftodimos, Laura Moss, Gordon Christie:
An Intelligent Aide for Interpreting a Patient's Dialysis Data Set. AIME 2007: 57-66 - [c39]David Corsar, Derek H. Sleeman:
KBS development through ontology mapping and ontology driven acquisition. K-CAP 2007: 23-30 - [c38]Edward Thomas, Jeff Z. Pan, Derek H. Sleeman:
ONTOSEARCH2: Searching Ontologies Semantically. OWLED 2007 - [c37]Elias Gyftodimos, Laura Moss, Derek H. Sleeman, Andrew Welch:
Analysing PET scans data for predicting response to chemotherapy in breast cancer patients. SGAI Conf. (Applications) 2007: 59-72 - [c36]David Corsar, Derek H. Sleeman, Anne McKenzie:
Extending Jess to Handle Uncertainty. SGAI Conf. 2007: 81-93 - [e4]Derek H. Sleeman, Ken Barker:
Proceedings of the 4th International Conference on Knowledge Capture (K-CAP 2007), October 28-31, 2007, Whistler, BC, Canada. ACM 2007, ISBN 978-1-59593-643-1 [contents] - 2006
- [j34]David Corsar, Derek H. Sleeman:
Reusing JessTab rules in Protégé. Knowl. Based Syst. 19(5): 291-297 (2006) - [c35]Martin J. Kollingbaum, Timothy J. Norman, Alun D. Preece, Derek H. Sleeman:
Norm Conflicts and Inconsistencies in Virtual Organisations. COIN@AAMAS/ECAI 2006: 245-258 - [c34]Derek H. Sleeman, Stuart W. Chalmers:
Assisting Domain Experts to Formulate and Solve Constraint Satisfaction Problems. EKAW 2006: 27-34 - [c33]Derek H. Sleeman, Trevor Runcie, Peter M. D. Gray:
Reuse: Revisiting Sisyphus-VT. EKAW 2006: 59-66 - [c32]Sik Chun Lam, Jeff Z. Pan, Derek H. Sleeman, Wamberto Weber Vasconcelos:
A Fine-Grained Approach to Resolving Unsatisfiable Ontologies. Web Intelligence 2006: 428-434 - [c31]Derek H. Sleeman, Quentin Reul:
CleanONTO: Evaluating Taxonomic Relationships in Ontologies. EON@WWW 2006 - 2005
- [c30]Derek H. Sleeman:
Invited Talk: Cooperative Knowledge Acquisition and Knowledge Refinement Systems: A Review of Their Use in Intelligent Systems and Their Roles in the Semantic Web. FLAIRS 2005: 214 - [c29]Tomas Eric Nordlander, Derek H. Sleeman, Kenneth N. Brown:
Knowledge base reuse through constraint relaxation. K-CAP 2005: 59-66 - [c28]Suraj Ajit, Derek H. Sleeman, David W. Fowler, David Knott, Kit-Ying Hui:
Acquisition and maintenance of constraints in engineering design. K-CAP 2005: 173-174 - [c27]David Corsar, Derek H. Sleeman:
Reusing JessTab Rules in Protégé. SGAI Conf. 2005: 7-20 - 2004
- [c26]Suraj Ajit, Derek H. Sleeman, David W. Fowler, David Knott:
ConEditor: Tool to Input and Maintain Constraints. EKAW 2004: 466-468 - [c25]Gary B. Wills, David W. Fowler, Derek H. Sleeman, Richard Crowder, Simon Kampa, Les Carr, David Knott:
Issues in Moving to a Semantic Web for a Large Corporation. PAKM 2004: 378-388 - [c24]Yi Zhang, Wamberto Weber Vasconcelos, Derek H. Sleeman:
OntoSearch: An Ontology Search Engine. SGAI Conf. 2004: 58-69 - [c23]Joey Sik Chun Lam, Derek H. Sleeman, Wamberto Weber Vasconcelos:
ReTAX+: A Cooperative Taxonomy Revision Tool. SGAI Conf. (Applications) 2004: 64-77 - [c22]David W. Fowler, Derek H. Sleeman, Gary B. Wills, Terry Lyon, David Knott:
The Designers' Workbench: Using Ontologies and Constraints for Configuration. SGAI Conf. (Applications) 2004: 209-221 - [p2]Adil Hameed, Alun D. Preece, Derek H. Sleeman:
Ontology Reconciliation. Handbook on Ontologies 2004: 231-250 - 2003
- [c21]Tomas Eric Nordlander, Kenneth N. Brown, Derek H. Sleeman:
Identifying Inconsistent CSPs by Relaxation. CP 2003: 987 - [c20]Derek H. Sleeman, Yi Zhang, Wamberto Weber Vasconcelos:
Characterisation of Knowledge Bases. SGAI Conf. (Applications) 2003: 235-246 - [c19]Tomas Eric Nordlander, Kenneth N. Brown, Derek H. Sleeman:
Constraint Relaxation Techniques to Aid the Reuse of Knowledge Bases and Problem Solvers. SGAI Conf. 2003: 323-335 - [c18]Timothy J. Norman, Derek H. Sleeman, Nial Chapman:
Adaptive Brokering in Agent-Mediated Electronic Commerce. SGAI Conf. 2003: 339-352 - [p1]Derek H. Sleeman, Stephen Potter, David Robertson, W. Marco Schorlemmer:
Ontology Extraction for Distributed Environments. Knowledge Transformation for the Semantic Web 2003: 80-91 - 2002
- [j33]Derek H. Sleeman:
Knowledge Engineering and Management: The CommonKADS Methodology - G. Schreiber, H. Akkermans, A. Anjewierden, R. de Hoog, N. Shadbolt, W. van de Velde, B. Wielinga, The MIT Press, Cambridge, MA, 2000, ISBN: 0-262-19300-0. Artif. Intell. Medicine 24(1): 97-102 (2002) - [j32]Adil Hameed, Derek H. Sleeman, Alun D. Preece:
Detecting mismatches among experts' ontologies acquired through knowledge elicitation. Knowl. Based Syst. 15(5-6): 265-273 (2002) - [c17]Adil Hameed, Derek H. Sleeman, Alun D. Preece:
OntoManager: A Workbench Environment to facilitate Ontology Management and Interoperability. EON 2002: 74-78 - 2001
- [j31]Alun D. Preece, Alan Flett, Derek H. Sleeman, David Curry, Nigel Meany, Phil Perry:
Better Knowledge Management through Knowledge Engineering. IEEE Intell. Syst. 16(1): 36-43 (2001) - [c16]Simon White, Derek H. Sleeman:
A grammar-driven knowledge acquisition tool that incorporates constraint propagation. K-CAP 2001: 187-193 - 2000
- [j30]Eugenio Alberdi, Derek H. Sleeman, Meg Korpi:
Accommodating surprise in taxonomic tasks: the role of expertise. Cogn. Sci. 24(1): 53-91 (2000) - [j29]Simon White, Derek H. Sleeman:
A Constraint-Based Approach to the Description and Detection of Fitness-for-Purpose. Electron. Trans. Artif. Intell. 4(B): 155-183 (2000) - [j28]Derek H. Sleeman, Vincent Corruble, Raúl E. Valdés-Pérez:
Introduction/Editorial: Machine Discovery. Int. J. Hum. Comput. Stud. 53(3): 333-334 (2000)
1990 – 1999
- 1999
- [j27]Leonardo Carbonara, Derek H. Sleeman:
Effective and Efficient Knowledge Base Refinement. Mach. Learn. 37(2): 143-181 (1999) - [c15]A. McQuatt, P. J. D. Andrews, Derek H. Sleeman, Vincent Corruble, P. A. Jones:
The Analysis of Head Injury Data Using Decision Tree Techniques. AIMDM 1999: 336-345 - [c14]Simon White, Derek H. Sleeman:
A Constraint-Based Approach to the Description of Competence. EKAW 1999: 291-308 - 1998
- [j26]Mark Winter, Derek H. Sleeman, Tim Parsons:
Inventory management using constraint satisfaction and knowledge refinement techniques. Knowl. Based Syst. 11(5-6): 293-300 (1998) - 1997
- [j25]Herbert A. Simon, Raúl E. Valdés-Pérez, Derek H. Sleeman:
Scientific Discovery and Simplicity of Method. Artif. Intell. 91(2): 177-181 (1997) - [j24]Eugenio Alberdi, Derek H. Sleeman:
ReTAX: A Step in the Automation of Taxonomic Revision. Artif. Intell. 91(2): 257-279 (1997) - 1996
- [j23]Pietro Leo, Derek H. Sleeman, Augoustos A. Tsinakos:
S-SALT: A problem-solver, knowledge acquisition tool and associated knowledge base refinement mechanisms. Artif. Intell. Eng. Des. Anal. Manuf. 10(2): 157-159 (1996) - [c13]Derek H. Sleeman, Fraser Mitchell:
Towards Painless Knowledge Acquisition. EKAW 1996: 262-277 - [c12]Leonardo Carbonara, Derek H. Sleeman:
Improving the Efficiency of Knowledge Base Refinement. ICML 1996: 78-86 - 1995
- [j22]Derek H. Sleeman, Michalis Rissakis, Susan Craw, Nicolas Graner, Sunil Sharma:
Consultant-2: pre- and post-processing of Machine Learning applications. Int. J. Hum. Comput. Stud. 43(1): 43-63 (1995) - [c11]Rüdiger Oehlmann, Peter Edwards, Derek H. Sleeman:
Self-Questioning and Experimentation: An Index Vocabulary of Situated Interaction. UK Workshop on Case-Based Reasoning 1995: 59-72 - 1994
- [j21]Derek H. Sleeman:
Towards a Technology and a Science of Machine Learning. AI Commun. 7(1): 29-38 (1994) - [j20]Derek H. Sleeman:
Introduction to the Abstracts of the Invited Talks Presented at ML92 Conference in Aberdeen, 1-3 July 1992. Mach. Learn. 14(1): 303 (1994) - 1993
- [j19]Nicolas Graner, Sunil Sharma, Derek H. Sleeman, Michalis Rissakis, Susan Craw, Chris Moore:
The Machine Learning Toolbox Consultant. Int. J. Artif. Intell. Tools 2(3): 307-328 (1993) - [j18]Anthony E. Kelly, Derek H. Sleeman, Kenneth J. Gilhooly:
Artificial Intelligence in Education: Using State Space Search and Heuristics in Mathematics Instruction. Int. J. Man Mach. Stud. 38(4): 725-746 (1993) - [c10]Rüdiger Oehlmann, Derek H. Sleeman, Peter Edwards:
Learning Plan Transformations from Self-Questions: A Memory-Based Approach. AAAI 1993: 520-525 - [c9]Susan Craw, Derek H. Sleeman:
Refinement in Response to Validation. EUROVAV 1993: 85-99 - 1992
- [e3]Derek H. Sleeman, Peter Edwards:
Proceedings of the Ninth International Workshop on Machine Learning (ML 1992), Aberdeen, Scotland, UK, July 1-3, 1992. Morgan Kaufmann 1992, ISBN 1-55860-247-X [contents] - 1991
- [c8]Susan Craw, Derek H. Sleeman:
The Flexibility of Speculative Refinement. ML 1991: 28-32 - 1990
- [j17]Derek H. Sleeman:
Extending Domain Theories: Two Case Studies in Student Modeling. Mach. Learn. 5: 11-37 (1990) - [c7]Susan Craw, Derek H. Sleeman:
Automating the Refinement of Knowledge-Based Systems. ECAI 1990: 167-172
1980 – 1989
- 1989
- [j16]Derek H. Sleeman, Anthony E. Kelly, R. Martinak, Robert D. Ward, Joi L. Moore:
Studies of Diagnosis and Remediation with High School Algebra Students. Cogn. Sci. 13(4): 551-568 (1989) - 1988
- [j15]Joi L. Moore, Derek H. Sleeman:
Enhancing PIXIE's Tutoring Capabilities. Int. J. Man Mach. Stud. 28(6): 605-623 (1988) - [c6]Sunil Sharma, Derek H. Sleeman:
REFINER: A Case-Based Differential Diagnosis Aide for Knowledge Acquisition and Knowledge Refinement. EWSL 1988: 201-210 - [e2]Derek H. Sleeman:
Proceedings of the Third European Working Session on Learning, EWSL 1988, Turing Institute, Glasgow, UK, October 3-5, 1988. Pitman Publishing 1988, ISBN 0-273-08800-9 [contents] - 1987
- [j14]Stuart A. Macmillan, Derek H. Sleeman:
An architecture for a self-improving instructional planner for intelligent tutoring systems. Comput. Intell. 3: 17-27 (1987) - [j13]Robert D. Ward, Derek H. Sleeman:
Learning to use the S.1 knowledge engineering tool. Knowl. Eng. Rev. 2(4): 265-276 (1987) - [c5]Derek H. Sleeman:
Some Challenges for Intelligent Tutoring Systems. IJCAI 1987: 1166-1168 - 1986
- [j12]Derek H. Sleeman:
Special Section on The Challenges of Teaching Computer Programming. Commun. ACM 29(9): 840-841 (1986) - 1985
- [j11]Derek H. Sleeman:
Basic Algebra Revisited: A Study with 14-Year-Olds. Int. J. Man Mach. Stud. 22(2): 127-149 (1985) - [j10]Derek H. Sleeman:
UMFE: A User Modelling Front-End Subsystem. Int. J. Man Mach. Stud. 23(1): 71-88 (1985) - [c4]Derek H. Sleeman, Douglas E. Appelt, Kurt Konolige, Elaine Rich, N. S. Sridharan, William R. Swartout:
User Modelling. IJCAI 1985: 1298-1302 - 1984
- [j9]Derek H. Sleeman:
An Attempt to Understand Students' Understanding of Basic Algebra. Cogn. Sci. 8(4): 387-412 (1984) - 1983
- [j8]B. Maher, Derek H. Sleeman:
Automatic Program Improvement: Variable Usage Transformations. ACM Trans. Program. Lang. Syst. 5(2): 236-264 (1983) - 1982
- [j7]Jaime G. Carbonell, Derek H. Sleeman:
Artificial Intelligence Techniques and Methodology. AI Mag. 3(2): 47 (1982) - [j6]Derek H. Sleeman, Pat Langley, Tom M. Mitchell:
Learning from Solution Paths: An Approach to the Credit Assignment Problem. AI Mag. 3(2): 48-52 (1982) - [c3]Derek H. Sleeman:
Inferring (Mal) Rules from Pupil's Protocols. ECAI 1982: 160-164 - 1981
- [j5]Derek H. Sleeman, M. J. Smith:
Modelling Student's Problem Solving. Artif. Intell. 16(2): 171-188 (1981) - [j4]B. Maher, Derek H. Sleeman:
A data driven system for syntactic transformations. ACM SIGPLAN Notices 16(10): 50-52 (1981) - [c2]Derek H. Sleeman:
A Rule-Based Task Generation System. IJCAI 1981: 882-887
1970 – 1979
- 1978
- [e1]Derek H. Sleeman:
Proceedings of AISB/GI Conference (Proceedings of the 4th European Conference on Artificial Intelligence), Hamburg, Germany, 18-20 July 1978. Leeds University 1978 [contents] - 1977
- [j3]M. J. Smith, Derek H. Sleeman:
APRIL: a flexible production rule interpreter. SIGART Newsl. 63: 28-33 (1977) - [c1]Derek H. Sleeman:
A System Which Allows Students to Explore Algorithms. IJCAI 1977: 780-786 - 1975
- [j2]Derek H. Sleeman:
A Problem-Solving Monitor for a Deductive Reasoning Task. Int. J. Man Mach. Stud. 7(2): 183-211 (1975) - [j1]Derek H. Sleeman:
"Algorithmization in Learning and Instruction, " by L. N. Landa (Book Review). Int. J. Man Mach. Stud. 7(5): 697-699 (1975)
Coauthor Index
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