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Tansomboon, Charissa; Gerard, Libby F.; Vitale, Jonathan M.; Linn, Marcia C. – International Journal of Artificial Intelligence in Education, 2017
Supporting students to revise their written explanations in science can help students to integrate disparate ideas and develop a coherent, generative account of complex scientific topics. Using natural language processing to analyze student written work, we compare forms of automated guidance designed to motivate productive revision and help…
Descriptors: Automation, Guidance, Revision (Written Composition), Natural Language Processing
Gerard, Libby F.; Ryoo, Kihyun; McElhaney, Kevin W.; Liu, Ou Lydia; Rafferty, Anna N.; Linn, Marcia C. – Journal of Educational Psychology, 2016
In 4 classroom experiments we investigated uses for technologies that automatically score student generated essays, concept diagrams, and drawings in inquiry curricula. We used the automatic scores to assign typical and research-based guidance and studied the impact of the guidance on student progress. Seven teachers and their 897 students…
Descriptors: Automation, Scoring, Guidance, Inquiry
Ryoo, Kihyun; Linn, Marcia C. – Journal of Research in Science Teaching, 2012
Dynamic visualizations have the potential to make abstract scientific phenomena more accessible and visible to students, but they can also be confusing and difficult to comprehend. This research investigates how dynamic visualizations, compared to static illustrations, can support middle school students in developing an integrated understanding of…
Descriptors: Educational Technology, Computer Uses in Education, Botany, Curriculum Design
Liu, Ou Lydia; Lee, Hee-Sun; Linn, Marcia C. – Journal of Research in Science Teaching, 2011
Science education needs valid, authentic, and efficient assessments. Many typical science assessments primarily measure recall of isolated information. This paper reports on the validation of assessments that measure knowledge integration ability among middle school and high school students. The assessments were administered to 18,729 students in…
Descriptors: Science Education, Item Response Theory, High School Students, Middle School Students
Williams, Michelle; Linn, Marcia C.; Hollowell, Gail P. – Science Scope, 2008
The Technology-Enhanced Learning in Science (TELS) center, a National Science Foundation-funded Center for Learning and Teaching, offers research-tested science modules for students in grades 6-12 (Linn et al. 2006). These free, online modules engage students in scientific inquiry through collaborative activities that include online…
Descriptors: Urban Schools, Learning Activities, Educational Technology, Secondary School Science

Linn, Marcia C.; Clark, Douglas; Slotta, James D. – Science Education, 2003
Examines the implementation of Web-based Inquiry Science Environment (WISE), which can incorporate modeling tools and hand-held devices. Describes WISE design team practices, features of the WISE learning environment, and patterns of feature use in WISE library projects. (SOE)
Descriptors: Computer Interfaces, Computer Uses in Education, Curriculum Design, Elementary Secondary Education
Kali, Yael; Linn, Marcia C. – Elementary School Journal, 2008
Research has shown that technology-enhanced visualizations can improve inquiry learning in science when they are designed to support knowledge integration. Visualizations play an especially important role in supporting science learning at elementary and middle school levels because they can make unseen and complex processes visible. We identify 4…
Descriptors: Elementary School Science, Science Instruction, Visualization, Computer Uses in Education

Linn, Marcia C.; Shear, Linda; Bell, Philip; Slotta, James D. – Educational Technology Research and Development, 1999
Describes how science education partnerships composed of educational researchers, technologists, classroom teachers, natural scientists, and pedagogy experts can create effective instructional innovations using Internet technologies. Illustrates how the Scaffolded Knowledge Integration (SKI) framework gives partnerships a head start on effective…
Descriptors: Case Studies, Computer Uses in Education, Educational Technology, Instructional Design

Nachmias, Rafi; Linn, Marcia C. – Journal of Research in Science Teaching, 1987
Examines (1) how students evaluate information obtained in the science laboratory; (2) the effects of use of microcomputer-based laboratory; and, (3) the effects of explicit instruction on critical evaluation skills. Discusses results in terms of students' propensity to accept incorrect graphs and in terms of the effect of the enhanced instruction…
Descriptors: Computer Assisted Instruction, Computer Uses in Education, Educational Technology, Graphs
Linn, Marcia C.; Songer, Nancy Butler – 1988
To increase the connection between educational research and educational practice, a process called "curriculum reformulation" was used to incorporate recent advances in research on learning and instruction into science classroom experiences. The cognitive demands of a thermodynamics curriculum were successively refined while maintaining…
Descriptors: Computer Assisted Instruction, Computer Graphics, Computer Software, Computer Uses in Education

Linn, Marcia C. – Science and Children, 1987
Describes the use of a microcomputer-based laboratory (MBL) in teaching the concepts of heat and temperature to eighth grade students. Discusses the advantages of being able to instantly display the results of their experimentation with the use of temperature and light probes, and heat pulsors. (TW)
Descriptors: Computer Assisted Instruction, Computer Graphics, Computer Uses in Education, Concept Formation

Mandinach, Ellen B.; Linn, Marcia C. – Journal of Educational Computing Research, 1986
In this review of the research on how current computer learning environments can foster the acquisition of complex cognitive skills, two issues emerge: (1) what cognitive accomplishments are likely in the computer environment; and (2) what factors predispose students to benefit from the environment. (MBR)
Descriptors: Academic Ability, Access to Education, Cognitive Processes, Computer Simulation
Linn, Marcia C.; Hsi, Sherry – 2000
This book discusses making science accessible to all students, noting the role of computers as learning partners. It provides theoretical and practical insights into learning, assessment, and technology, exploring innovative ways to support students' multiple pathways in learning. It draws on experience with the Computers as Learning Partner…
Descriptors: Case Studies, Computer Uses in Education, Cooperative Learning, Educational Research

Linn, Marcia C. – Journal of Research in Science Teaching, 1987
Reports on the results of a conference of leaders in science education research held at the University of California, Berkeley, January 16-20, 1986. Describes the themes that emerged from the disucssions and makes four recommendations intended to encourage the development of an integrated research base in science education. (TW)
Descriptors: Computer Uses in Education, Curriculum Design, Educational Change, Educational Finance