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Articles/Books Citation
1. Lajorie & Derry (2000). Computers as Cognitive Tools: No More Walls.



Chapter 5
This chapter discusses the different ways that web-based instructions can be seen as a cognitive tool. The authors suggest that the three camps (modelers, non-modelers, and middle campers) introduced by Lajorie can be represented on the web. In support of modelers, the web is capable of having full-blown intelligent tutors that constantly model learners’ knowledge based on learners’ responses to questions and task presented. In support of non-modelers, the web can act as starting points from which students can explore information on the web to construct unique and personally meaningful cognitive structures with little or no system control. And in support of middle campers, the web can attempt to balance learner freedom and system control, perhaps providing feedback to students as data for self-reflection, but not dictation what they should do next.

The author describes four instructional elements that are used any learning environment:
  • Information organization and access – acquiring declarative knowledge
  • Authentic activities – connecting knowledge to situational conditions
  • Collaborative learning – refining and constructing shared understanding of knowledge
  • Student Modeling – metacognitive monitoring of knowledge acquisition to ensure accuracy and efficiency.
In information organization and access, learners can get information from at least four kinds of sources on the web: (1) non-instructional sources, (2) Instructionally oriented information resources, (3) Student-controlled embedded help system, and (4) System-controlled feedback. Non-instructional sites include information on specific topics, such as museum sites, government sites, online databases, and expert systems. Instructional oriented informational sites are specifically design for a particular audience and provide how-to and step-by-step instructions, course notes and lesson plans. Student-controlled embedded help systems allows students to access help whenever the student are stuck or need help. Finally, system-controlled feedback allows the system to determine when the learners need feedback. Student’s data are tracked and the system uses their data in analyzing when to give the feedback and how the feedback should be given.

In Authentic activities, students are provided an environment for situated learning. There are three types of authentic activities: (1) contextually authentic activities, (2) cognitively authentic activities, and (3) construction activities. Contextually authentic activities require students to think and act like experts in order to solve realistic problems. Contextually authentic activities allow the practice of cognitive practice of cognitive process that are critical to developing expertise in a domain. Construction Activities require analysis, integration, and organization of information in order to communicate it to others in a variety of products such as multimedia reports or web sites.

In collaborative learning, students, teachers, and other professional from any location can work on collaborative projects with teachers and students in classrooms without ever leaving their labs. Such technologies include bulletin boards, chat rooms, and audio/video conferencing.

An the final instructional element, student modeling, is a concept that comes from intelligent tutoring systems, in which a student’s actions are recorded and analyzed to create a model of the student’s level of mastery of specific knowledge units in a curriculum.

I though this article was interesting. They provided a lot of example sites in which supports web-based instructions. The most interesting tool was ELM-ART (http://cogqsy.uni-trier.de:8000/TLServ-e.html). The navigation was very intuitive, they provided a knowledge based of definitions and information about the topic, provided instant messaging and online help (through email), provided note-taking, and tracked the students progress and statistics. Although it is not the author’s fault, I was kind of disappointed that a lot of the link did not exist anymore. About half of the link in this chapter did not work. I was also hoping that there would be some kind of empirical research in which would enforced these instructional elements.