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DOCUMENT RESUME ED 393 579 PS 024 072 Learning Research and Development Center Publications TITLE List Update, 1995. Pittsburgh Univ., Pa. Learning Research and INSTITUTION Development Center. PUB DATE 95 21p.; For 1985-1991 LRDC Publications List, see ED NOTE 352 156. AVAILABLE FROM Publications Office, Room 805, Learning Research and Development Center, 3939 O'Hara Street, University of Pittsburgh, Pittsburgh, PA 15260 ($4). Bibliographies (131) PUB TYPE Reference Materials EDRS PRICE MF01/PC01 plus Postage. DESCRIPTORS Academic Education; Annotated Bibliographies; Concept Formation; Cultural Influences; Developmental Psychology; Educational Change; *Educational Research; Educational Technology; Group Dynamics; *Instruction; Language Acquisition; *Learning; Memory; *Research and Development; Skill Development; Special Education; Student Evaluation; Technical Education; Thinking Skills *Learning Research and Development Center IDENTIFIERS ABSTRACT This document presents an annotated listing of articles, conference papers, book chapters, papers, and books published in 1995 as a result of investigations carried on at the University of Pittsburgh's Learning Research and Development Center (LRDC). The publications are organized alphabetically by author and chronologically within each author's entries. Most references include an abstract. Entries are also tagged with one or more numbers that (1) learning correspond to 19 research topics. Research topics are: (2) knowledge structures for learning; and instruction; (3) assessment and evaluation; (4) education reform; (5) learning in school subjects, including math, science, literacy and social sciences; (6) reasoning and thinking; (7) learning and technology; (8) group and intergroup processes; (9) memory and learning; (10) concept acquisition; (11) developmental psychology; (12) language and communication processes; (13) the nature of skill and expertise; (14) social and cultural influences on learning; (15) texts, including comprehension and processing; (16) learning and teaching in the classroom; (17) learning disabilities and special education; (18) technical training and work skills; and (19) skill acquisition. The bibliography is accompanied by ordering information for publications lists and for publications directly available from LRDC. (DR) *********************************************************************** Reproductions supplied by EDRS are the best that can be made from the original document. *********************************************************************** U.S. DEPARTMENT OF EDUCATION Offoca ol Educational Rauarch and Improyemant EDUCATIONAL RESOURCES INFORMATION CENTER (ERIC) %At. his document has been reproduced as eceived from the person or organization originating it. 0 Minor changes have been made to improve reproduction quality. Points of view or opinions stated in this document do not necessarily represent official OERI position or policy. Learning Research and Development Center Publications List Update 1995 RES-EARCil AND D.E,VEL.OPMENT dENTER "PERMISSION TO REPRODUCE THIS MATERIAL HAS BEEN GRANTED BY TO THE EDUCATIONAL RESOURCES INFORMATION CENTER (ERIC).- 1_11DC k. S. BEST COPY AVAILABLE , Mission of the Learning Research And Development Center of learning and The Learning Research and Development Center (LRDC) investigates processes research findings instruction and works with teachers, states, and school districts to incorporate probed the nature of thinking, into educational practice. Since its founding in 1963, LRDC has Its twofold mission has been to broaden knowing, and understanding in and beyond school. learning and to support the use of research in our scientific insights inLo all aspects of instructional settings as varied as classrooms, industry, and museums. processes of learning; learning in Investigations at LRDC are grouped into five categories: of work; and learning and school; education policy and reform; learning and the world with education technology. Research findings are applied, in collaboration and communication and to a variety of practitioners, to the development of instructional materials and programs efforts to improve instruction and training in schools and workplaces. and constitute a record The publications listed in this volume reflect the breadth of this mission educational practice. of LRDC's long-term commitment to research that can strengthen LRDC Research Scientists' David Allbritton Kevin D. Ashley Isabel L. Beck William E. Bickel Michelene T. H. Chi William W. Cooley Robert Glaser Leopold E. Klopfer Gaea Leinhardt Alan Lesgold John M. Levine Margaret G. McKeown Johanna D. Moore Sharon Nelson-Le Gall Ste Ilan Ohlsson Charles A. Perfetti Lauren B. Resnick Leslie Salmon-Cox Leona Schaub le Walter Schneider Janet W. Schofield Jonathan W. Schooler Edward A. Silver Kurt VanLehn James F. Voss William D. Wattenmaker Naomi Zigmond Leopold Klopfer, Ste llan Ohlsson, ' The following people have either retired, or moved to a different university: Naomi Zigmond. Leslie Salmon-Cox, Leona Schaub le, William Wattenmaker, and 0 How to Use This Publications List Entries in this list are organized alphabetically by author and chronologically within each author's entries. Most references include a brief abstract. The bracketed number(s) near the end of each abstract correspond(s) to the numbers on the Research Topic List below. To order copies of publication lists, please use the form at the back of this list. Please refer to this form for charges for specific doCuments and enclose a check or money order made payable to the University of Pittsburgh. You should receive your order within two weeks of receipt of payment. The majority of publications in this list must be ordered directly from the publishers of the books or journals in which they appear. Exceptions are reports published by the Learning Research and Development Center. There is a $3.50 service charge per copy for these reports. To order available publications, please send a check or money order (payable to the University of Pittsburgh) for $3.50 per copy to the address on the attached order form. Please be sure to indicate the title(s) of the publication(s) as well as the serial number(s). Research Topics 1. Learning and Instruction 2. Knowledge Structures for Learning (includes conceptual change, role of prior knowledge in learning, knowledge analysis, explanation, etc.) 3. Assessment and Evaluation 4. Education Reform (includes curriculum revision & development, staff development, classroom redesign, school restructuring, etc.) 5. Learning in School Subject Matters: a. Math b. Science c. Literacy (includes reading, writing, English, etc.) d. Social Science (includes history, geography, political science, and social studies) 6. Reasoning and Thinking 7. Learning and Technology 8. Group and Intergroup Processes 9. Memory and Learning 10. Concept Acquisition 11. Developmental Psychology 12. Language and Communication Processes 13. The Nature of Skill and Expertise 14. Social and Cultural Influences on Learning 15. Texts (includes text comprehension, learning from written material, and text processing) 16. Learning and Teaching in the Classroom 17. Learning Disabilities and Special Education 18. Technical Training and Work Skills 19. Skill Acquisition This article describes how the authors developed Doing things Aleven, V., & Ashley, K. D. (1995). expository texts in an effort to engage students with factors. In Proceedings of the Fifth International and enhance their comprehension. The texts were Conference on Artificial Intelligence and Law (pp. created by revising them to impart voice by New York: Association for Computing 31-41). including more active qualities of oral language Machinery. emphasizing and This paper describes an experiment in which a coherence impose by to Four versions of a text passage relationships. human tutor used the CATO program to instruct an original version from a social were used: first year law students about legal argumentation studies textbook, a revised version for greater with cases. The results of the experiment were coherence, and versions of the textbook and that the experimental group did as well as the coherent passages that exhibited voice. Fourth control group who received more traditional law graders were given one of the passages to read school instruction and that arguments generated and then, immediately after reading, and again by CATO were graded significantly higher than one week later, asked to recall the passage and to those of the students. The authors work through answer open-ended questions. Results were that a series of examples illustrating the ways in which immediately after reading, the voiced coherent the program induced students to integrate into significant advantage over passage held their arguments their knowledge of the meaning all factors and cases. passages in both recall and questions. The same significance of and legal results were obtained for questions in the delay [Topics: 2, 6, 71 1995-001 Using a condition, but differences for recall did not reach Aleven, V., & Ashley, K. D. (1995). significance. [Topics: 5d, 15, 161 1995-004 well-structured model to teach an ill-structured Berent, I., & Perfetti, C. A. (1995). A rose is a REEZ: domain. In Proceedings of the Seventeenth Annual The two-cycles model of phonology assembly in Conference of the Cognitive Science Society (pp. reading English. Psychological Review, 102, 146-184. 419-424). Mahwah, NJ: Erlbaum. The authors propose a model of phonological This paper describes an experiment in which a multilinear postulates that assembly human tutor used the CATO program to instruct a representation that segregates consonants and first year law students about legal argumentation This representation vowels in differem planes. with cases. The results of the experiment were process of assembly: that the experimental group did as well as the determines online the in two Consonants and vowels are derived control group who received more traditional law consecutive cycles that differ in their automaticity. school instruction and that arguments generated The model's temporal properties resolve critical by CATO were graded significantly higher than contradictions in the phonological processing those of the students. The authors work through Its claims are further supported by a literature. a series of examples illustrating the ways in which priming masking and the program induced students to integrate into of series English experiments demonstrating that the contributions their arguments their knowledge of the meaning of consonants and vowels depend on target significance of factors and cases. and legal exposure duration and differ in their susceptibility [Topics: 2, 6, 71 1995-002 to digit load. One methodological implication of Ashley, K. D., & McLaren, B. (1995). Reasoning with that regularity effects are not the model is reasons in case-based comparisons. In M. Veloso This claim is necessary evidence for assembly. & A. Aamodt (Eds.), Proceedings of the First supported by naming studies showing that vowel International Conference on Cased-Based Reasoning assembly requires long target durations, but short (ICCBR-95) (pp. 133-144). Berlin: Springer. durations permit consonant assembly This paper presents the design and results of a target despite null evidence for vowels. [Topic: 121 second formative evaluation of TRUTH7TELLER, a program designed to compare and contrast 1995-005 Bickel, W. E., & Hattrup, R. A. (1995). Teachers and It also reports on our practical ethical dilemmas. researchers in collaboration: Reflections on the techniques for enabling TRUTH-TELLER to reason about reasons in comparing pairs of ethical American Educational Research Journal, process. dilemmas in a context sensitive way and presents 32(1), 35-62. This research describes a 54-month National an extended example. [Topics: 2, 6, 7] 1995-003 Science Foundation-supported collaboration, the L., McKeown, M. G., & Worthy, J. (1995). Beck, I. voice can improve students' between the Thinking Mathematics Project, Giving text a American Federation of Teachers (AFT) and the understanding. Reading Research Quarterly, 30(2), Learning Research and Development Center 220-238. (LRDC) of the University of Pittsburgh wherein Learning Research and Development Center, University of Pittsburgh 1 expert teachers and cognitive researchers sought the computational result. The results of this study the best of clinical and research suggest not only the cognitive complexities of the codify to DWR problem for Chinese students, but also knowledge of student learning and instruction for The authors mathematics in the early grades. suggest potential value conducting of the cross-national studies in mathematics based on draw on their documentation of the development detailed cognitive analysis of students' solutions two between these collaboration the of organizations and the teachers and researchers to complex math problems. [Topic: 5a] 1995-008 involved to provide highlights of participants' Cooley, W. C. (1995). Restructuring Allegheny County's Pittsburgh, PA: University of experience. collaborative the public Schools. of reflections Lessons about what works and what doesn't when Pittsburgh, LRDC. teachers and researchers attempt to build The debates about how to reform our schools a common learning community are continue parents, described. Educators, to flourish. politicians, businessmen, taxpayers, and others [Topics: 3, 4, 161 1995-006 G., Moore, J. D., Forsythe, D. Buchanan, B. argue about how to make schools more equitable, E., more effective, and more efficient. Meanwhile, the Carenini, G., Ohlsson, S., & Banks, G. (1995). An This paper focuses on the problems persist. system delivering intelligent interactive for public individualized information to patients. an in Allegheny schools County, Artificial governed by 43 educational system that Intelligence in Medicine, 7, 117-154. is The quality of health care can be improved by independent districts. The first half of the paper examines the current status of these 43 school improving the information exchange between the districts and illustrates the ways in which the patient and the physician, particularly for patients system remains and inequitable, ineffective, with chronic conditions who must meet with their The paper then explores how a physician periodically. This paper reports some inefficient. restructuring of the county's system of public intelligence and using progress artificial in education could improve these conditions. Since computer technology in providing individualized information for migraine patients. Ethnographic such a dramatic change in governance cannot and methods were used to investigate information should not be expected to occur quickly, the paper needs in the clinic empirically and the results also suggests next steps. This paper is number 22 in a series of Pennsylvania Educational Policy were used to inform the design of the system. The system encompasses both an interactive Studies. [Topics: 3, 4] 1995-009 Cooley, W. W., & Bechtel, D. P. history-taking module and an explanation module Ten year (1995). that generates answers to patients' questions. Pittsburgh, PA: trends in school district budgets. both University of Pittsburgh, LRDC. evaluations Preliminary indicate that physicians and patients evaluate the system This paper examines the changes in revenues and expenditures that have occurred in Pennsylvania's positively. [Topics: 7, 14, 151 1995-007 school district budgets during the past ten years. Cai, J., & Silver, E. A. (1995). Solution processes and Findings showed that districts with enrollment solutions solving interpretations of in a increases enjoyed large increases in state and local division-with-remainder story Do problem. revenues, while districts with a small tax base or students similar and have Chinese U.S. large welfare populations experienced increased Journal for Research in Mathematics difficulties? tax effort with lower revenue yields. The authors Education, 26(5), 491-497. argue that state funding formulas should be less students have well-documented American in solving division-with-remainder sensitive to enrollment change and more sensitive difficulties to the difficulty that some districts have in raising (DWR) story problems, yet no research has been local revenues, and the to the difficulty other conducted to examine difficulties students in other countries might encounter in solving this kind of districts have because they serve large percentages of welfare families. This report is number 24 in a problem. This study examined Chinese students' successes and difficulties in solving a DWR series of Pennsylvania Educational Policy Studies. A detailed cognitive analysis of the [Topics: 3, 4] 1995-010 problem. written solutions and explanations provided by Cooley, W. W., & George, C. A. (1995). Pennsylvania's Chinese students suggested they had similar classroom teachers: Their retirement, replacement and Pittsburgh, University American reported of those as difficulties for development. PA: Pittsburgh, LRDC. students. The cognitive difficulty of solving this In this report, the authors examine data that are derives mathematical not problem from descriptive of current teachers, teachers who are computational requirements but rather from the vacating their positions, and new teachers who are sense-making requirement included in interpreting Learning Research and Development Center, University of Pittsburgh organizational factors shaping WAN usage are all being hired to replace those who are leaving. considered. [Topic: 7] 1995-013 They look at the current hiring practices of school Futoran, G. C., Schofield, J. W., & Eurich-Fulcer, R. districts, describing the manner in which districts The Internet as a K-12 educational (1995). find prospective teachers and prospective teachers resource: Emerging issues of information access find placements. The authors also suggest that and freedom. Computers and Education, 24, recruitment, ventures teacher in cooperative candidate assessment, teacher placement, and 229-236. This paper explores issues likely to emerge as an might development professional b K-12 educators incorporate wide-area networking improvement over current practices. This report (WAN) into the curriculum and become both number 23 of Pennsylvania series in a is consumers and providers of materials on the Education Policy Studies. [Topics: 3, 4] 1995-011 Internet. Issues arising with regard to schools as R., & Schofield, (1995). Eurich-Fulcer, J. W. include decisions consumers information social uncorrelated versus Correlated regarding student access to resources which categorizations: The effect on intergroup bias. segments that the of large those include Personality and Social Psychology Bulletin, 21(2), community will find objectionable or potentially 149-159. harmful. Issues arising from the fact that schools Previous research has shown that cross-cutting using WAN are likely to become information social categories, independent of one another, legal issues providers also have several aspects: often seem to reduce discrimination between revolving around school boards as publishers of In this article, the authors discuss the groups. on-line resources; and student on-line behaviors effect of correlated cross-cutting categories on that may reflect negatively on the school and the intergroup relations. The authors hypothesize that community and how schools will deal with those with one correlated categories, cross-cutting students without penalizing behaviors In a study another, will increase discrimination. describes some paper This educationally. of female college students, subjects were divided approaches to dealing with these concerns based into two groups and were led to believe that there on what others have done and on experiences in was either no correlation, moderate correlation, or a large-scale K-12 wide-area nciworking project high correlation between the two categorization called Common Knowledge: Pittsburgh. [Topic: dimensions along which they were divided. 07] 1995-014 Results showed that subjects exhibited more Hill, C. A., & Resnick, L. B. Creating (1995). intergroup bias as the degree of correlation opportunities for apprenticeship in writing. In J. between correlation dimensions increased. Results rethinking Petraglia (Ed.), Reconceiving writing, showed that once categorizations become highly Mahwah, NJ: writing instruction (pp. 145-158). correlated, cross cutting categories may no longer Erlbaum. work to reduce bias. However, performance industry regard good and Business evaluations, a situationally specific measure of communication skills as a key to employees' bias, failed to yield the same pattern of results. success and complain that many college graduates [Topic: 8] 1995-012 hire cannot contrasting After write. they R., & Schofield, (1995). Eurich-Fulcer, W. J. workplace writing with academic writing, the Wide-area networking in K-12 education: Issues authors conclude that most writing instruction shaping implementation and use. Computers and within the university does not adequately prepare Education, 24, 211-220. students for writing in various professions and The demand for wide-area networking (WAN) for that radical revision of such instruction may be education at the K-12 level is rapidly increasing. necessary. [Topics: 1, 12, 14] 1995-015 However, there is little systematic understanding F., & Nelson-Le Gall, S. The Jones, E. (1995). of those factors which play important roles in influence of personal effect cues on children's shaping usage of WAN at the K-12 level. By judgements of morality and disposition. Merrill reviewing previous research pertaining to the use Palmer Quarterly, 41, 53-69. of computer networks in K-12 environments, as The influence of actor effect on children's moral well as in business and the university arenas, this and dispositional judgments was explored in two paper identifies issues that are likely to play a Preschool, second-, and fifth-grade studies. major role in shaping WAN usage in elementary children heard stories in which the protagonists and secondary education. Technical and logistical produced an intended or unintended outcome attitudes and the to related issues issues, after exerting high or low levels of personal effort. characteristics of individual users, and social and attributions and made moral Children 3 Learning Research and Development Center, University of Pittsburgh A framework for the cross-situational predictions of behavior for each A. Kenney, (1995). P. qualitative analysis of student responses to the protagonist. Only judgements of actors producing extended constructed-response questions from the intended negative outcomes were influenced by 1992 NAEP in mathematics. In D. T. Owens, M. findings of actor Age-related effort. level indicated that older children's judgmmts and K. Reed, & G. M. Millsaps (Eds.), Proceedings of the predictions reflected coordination of the actor's Seventeenth Annual Meeting of the North American actor's with about Chapter of the International Group for the Psychology the information effort pp. In contrast, preschool children of 175-180). Mathematics anticipated goal. Education (1, Columbus, OH: ERIC Clearinghouse for Science, appeared to focus more on the relation between the actor's effort and the consequence of the Mathematics, and Environmental Education. The purpose of this investigation was to develop actOr's behavior. [Topics: 6, 11] 1995-016 a general framework for analyzing the NAEP Rs?snick, L. B., & Gabriele, A. J. Joram, E. (1995). questions constructed-response extended Numeracy as cultural practice: An examination of The framework dimensions were qualitatively. numbers in magazines for children, teenagers, and based on information about the NAEP extended Journal for adults. Mathematics in Research to important ideas questions, and linked in Education, 26, 346-361. mathematics and cognitive psychology. A set of The authors compared the characteristics of student extended responses an to rational numbers in various magazines. Their constructed-response question from the grade-4 analysis indicates that adults are often presented assessment was analyzed qualitatively according with rational numbers that are related to each to appropriate framework dimensions. The other and that, although teenagers have covered findings suggest that the student responses could all the mathematics concepts frequently found in be analyzed qualitatively, but further investigation adults' texts, numbers in teenagers' texts do not of adequacy appear to form a transition to those found in the the verify needed to is framework. [Topics: 3, 5a] 1995-019 adults' texts. Implications for preparing students Lane, S., & Silver, E. A. (1995). Equity and validity for the numeracy demands of everyday life are considerations in the design and implementation discussed. [Topics: 5a, 16] 1995-017 of a mathematics performance assessment: The Identifying the support needed in Katz, S. (1995). experience of the QUASAR project. In M. Nettles learning collaborative computer-supported & A. L. Nettles (Eds.), Equity and excellence in systems. In J. L. Schnase & E. L. Cunnius (Eds.), educational testing and assessment (pp. 185-219). Proceedings of the CSCL '95: The First International Boston: Kluwer Academic. Conference on Computer Support for Collaborative of how students' assess to Considerations Hillsdale, NJ: Erlbaum. Learning (pp. 200-203). attainments with respect to the new vision of learning collaborative Computer-supported mathematical proficiency and how to assess (CSCL) systems hold the potential to enhance the improvements that may result from curricular and interactions, peer learning of effectiveness instructional reforms that might be undertaken truly are systems that assuming these result from student interest current the in supportivei.e., capable of coaching collaborating assessment issues in mathematics educational peers as they work on problems and critique other (Quantitative The author argues that in reform. Project QUASAR students' solutions. goal, CSCL system Understanding: Amplifying Student Achievement this order achieve to and Reasoning) aims to demonstrate that it is developers need to know more about the types of implement responsible coaching that students are typically able to and feasible to instructional programs that foster the acquisition during problem-solving other provide each of mathematical thinking and reasoning skills by activities, and what types of advice they need students economically from more experienced students or mentors at middle school in various stages of their development in disadvantaged communities. This paper discusses the QUASAR and the nature and role of assessment in instructional domain. CSCL system developers the project, emphasizing the QUASAR Coglitive also need to know how human mentors provide andbased that Assessment Instrument (QCAI). Information on on coaching, such informationto develop computer models of the design principles, associated scoring ruorics, administration procedures, and the nature of human guidance during collaborative interactions. student performance information reported to The author describes a pilot study whose goals are teachers and administrators are among the issues issues and assess the to address these to discussed. [Topics: 3, 4, 5a] 1995-020 effectiveness of the research methodology she devised for doing so. [Topics: 7, 8, 12] 1995-018 Learning Research and Development Center, University of Pittsburgh 4 Educational technology for Lesgold, A. Lane, S., Stone, C. A., Ankenmann, R. D., & Liu, M. (1995). Examination of the assumptions and developing countries. In Marshaling technology for (1995). of a (pp. properties of the graded item response model: An symposium Proceedings development: Washington, DC: National Academy performance mathematical using example 189-209). a Press. assessment. Applied Measurement in Education, 8(4), What kinds of technology can be useful for the 313-340. education and training needs of developing With the growing popularity of performance This paper discusses underlying assessments, the use of item response models for countries? principles of suitability as well as particular items polytomously increased. scored has However, prior to applying the graded item examples. [Topic: 71 1995-023 M., & Moreland, R. L. (1995). Group Levine, J. data derived response model to from a In A. Tesser (Ed.), Advanced social performance assessment, studies are needed to processes. ensure that the assumptions and item parameter psychology (pp. 419-465). New York: McGraw-Hill. properties of the models are satisfied. This study examined the dimensionality of a mathematics This textbook chapter summarizes current research on small group processes. [Topic: 8] 1995-024 performance assessment, the extent to which a Impact of M., & Russo, Levine, subset of tasks is speeded, and the extent to which (1995). E. J. anticipated interaction on information acquisition. the item parameter estimates are stable over time. The results from confirmatory factor analysis on Social Cognition, 13(3), 293-317. This paper reports on a study investigating how that the testing indicated occasions three and with assessment mathematics majorities performance anticipated interaction is minorities of various sizes affects the cognitions of unidimensional on each occasion. Results also showed an instability of the item parameter prospective group members. [Topic: 8] 1995-025 Martin, J., & VanLehn, K. A Bayesian estimates and the speededness of tasks. Some (1995). approach to cognitive assessment. In P. Nichols, potential reasons for the instability are discussed S. Chipman, & R. L. Brennan (Eds.), Alternative (e.g., the differential emphasis on instructional approaches to cognitive assessment (pp. 141-165). content between testing occasions may affect the Hillsdale, NJ: Erlbaum. stability of item parameters over time. [Topics: 3, Assessment of a student's knowledge is necessary 5a] 1995-021 concerning to permit informed decisions Leinhardt, G., Young, K. M., & Merriman, J. (1995). remediation, career moves, or teachers' evaluation. Integrating professional knowledge: The theory of However, there are many obstacles to effective practice and the practice of theory. Learning and cognitive assessment. In this chapter, the authors Instruction, 5(4), 1-8. A cognitive assessment system address three. This article provides a commentary for featured issue on the nature of a special should: (a) integrate data from multiple activities, articles in several professional knowledge (b) analyze the data in a statistically sound, in defensible manner, and (c) provide assessments at professionsarchitecture, engineering, medicine, multiple grain sizes. The authors present OLAE, and teaching. The authors examine the tensions a computer assessment tool that collects data that exist between theory and practice, focusing on about problem solving in elementary physics, various forms dualities inherent in of the analyzes that data with sound, probabilistic professional knowledge. Professional knowledge methods, and flexibly presents the results of can vary by the location of the learning (in the academy or in practice), the type of knowledge analysis. [Topics: 2, 3, 5b] 1995-026 (declarative or procedural), the generality of Martin, J., & VanLehn, K. (1995). Student assessment using Bayesian nets. Journal of International knowledge (abstract or specific), and the nature of (conceptual or pragmatic). After Human-Computer Studies, 42, 575-591. principles discussing how each of these features varies The authors describe OLAE as an assessment tool that collects data from students solving problems according to the location of learning, the authors in introductory college physics, analyzes that data discuss how transforming knowledge learned in with probabilistic methods that determine what one location into forms associated with the other knowledge the student is using, and flexibly location might lead to increased integration of presents the results of analysis. For each problem, professional knowledge and ultimately to more OLAE automatically creates a Bayesian net that skillful practice. An extended example from the relates knowledge, represented as first-order rules, authors' illustrates the profession teaching to particular actions, such as written equations. meaning. [Topics: 2, 4, 13] 1995-022 Using the resulting Bayesian network, OLAE Learning Research and Development Center, University of Pittsburgh 5 Mittal, V., & Moore, J. D. (1995). Dynamic generation observes a student's behavior and computes the meni.: up Facilitating question of follow probabilities that the student knows and uses each language natural dialogues. interactive of the rules. [Topic(s): 2, 3, 5b] 1995-027 In Proceedings of the ACM/SIGCHI Conference on McKeown, M. G., Beck, I. L., Kucan, L., & Sandora, C. Human Facts in Computing Systems (pp. 90-97). A. (1995). Second-year classroom implementation of New York: ACM Press. Questioning the Author: New Teachers, new site University of Most complex systems provide some form of help Pittsburgh, Rep.). (Tech. PA: However, typically, such help facilities Pittsburgh, Learning Research and Development facilitie... do not allow users to ask follow up questions or Center. request further elaborations when they are not second-year summarizes report the This satisfied with the systems' initial offering. One implementation of Questioning the Author which approach to alleviating this problem is to present involved providing less support for teachers at the the user with a menu of possible follow up initial site and an introduction to the project for questions at every point. Limiting follow up teachers at a new site. Analysis of data across information requests to choices in a menu has teachers involved in both first and second years many advantages, but there are also a number of allowed a profile of a Questioning the Author This teacher focuses on issues that must be dealt with in designing such a teacher to emerge. building and extending meaning rather than dynamically generate useful system. To embedded menus, the system must be able to, retrieving information, and reformulates student among other things, determine the context of the comments through paraphrasing and refinement about and reason represent the request, rather than repetition. In this teacher's classroom, explanations presented to the user, and limit the the proportion of talk is more evenly distributed number of choices presented in the menu. This between teacher and students, and students are paper discusses such issues in the context of a involved in initiating comments and questions patient education system that generates a natural during discussion. [Topics: 5d, 15, 16] 1995-028 language description in which the text is directly McLaren, B., & Ashley, K. D. Case-based (1995). manipulable. [Topics: 1, 7, 12, 15] 1995-031 comparative evaluation in TRUTH -TELLER. In Mittal, V. 0., Roth, S., Moore, J. D., Mattis, J., & Proceedings of the Seventeenth Annual Conference of Generating explanatory Carenini, G. (pp. (1995). 419-424). Cognitive Science Society the captions for information graphics. In Proceedings Mahwah, NJ: Erlbaum. of the Fourteenth International Joint Conference on This paper presents a knowledge representation Artificial Intelligence (pp. 1276-1283). San Mateo, for practical ethical reasoning, our techniques for CA: Morgan-Kaufmann. enabling TRUTH-TELLER to reason about reasons in comparing pairs of ethical dilemmas in a used presentations can Graphical be to communicate information in relational data sets context sensitive way and presents new extended It also reports on the design and and However, novel succinctly effectively. examples. results of a second formative evaluation of graphical presentations about numerous attributes and their relationships are often difficult to TRUTH-TELLER, a program designed to compare Therefore, automatically generated understand. and contrast practical ethical dilemmas. [Topics: graphical presentations must either remain simple 2, 6, 7] 1995-029 and conventional, or risk incomprehensibility. To McLaren, B., & Ashley, K. D. Context (1995). alleviate this problem, systems can be designed to sensitive case comparisons in practical ethics: work with a natural language generator to Reasoning about reasons. In Proceedings of the paper produce explanatory captions. This Fifth International Conference on Artificial Intelligence presents 3 strategies for generating explanatory and Law (pp. 316-325). New York: Association of captions to accompany information graphics based Computing Machinery. on: 1) a representation of the structure of the This paper presents our techniques for enabling framework TRUTH-TELLER to reason about reasons in presentation; graphical for a 2) identifying the perceptual complexity of graphic comparing pairs of ethical dilemmas in a context the structure of the data elements; and 3) presents new extended sensitive way and It also reports on the design and expressed in the graphic. The authors describe an examples. implemented system and illustrate how it is used results of a second formative evaluation of to generate explanatory captions for a range of TRUTH:TELLER, a program designed to compare graphics from a data set about estate real dilemmas. ethical practical contrast and transactions in Pittsburgh. [Topics: 7, 12] Comparisons with legal case-based reasoning are 1995- drawn. [Topics: 2, 6, 7] 1995-030 032 Learning Research and Development Center, University of Pittsburgh 6

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