The following is offered as only one Indigenous person's perspective--a Yuchi Muscogee tribal member's perspective. Several questions about AI emerge when we consider it through an (not the) Indigenous lens. Where is AI's heart and where is its spirit? Does this complex, fast source of intelligence have feelings or emotions? Does machine-generated…

This is an editorial for a special issue "Innovations in Exploring Sequential Process Data" in the journal Zeitschrift für Psychologie. Process data refer to log files generated by human-computer interactive items. They document the entire process, including keystrokes, mouse clicks as well as the associated time stamps, performed by a…

Commonly used machine learning applications seem to relate to big data. This article provides a gentle review of machine learning and shows why machine learning can be applied to small data too. An example of applying machine learning to screen irregularity reports is presented. In the example, the support vector machine and multinomial naïve…

This article by David Aldridge concerns the promise of knowledge "insertion." The promise can be elucidated as follows: knowledge could be inserted by a less time-consuming (and possibly in many senses less expensive) technological process than traditional learning, whereby, for example, some relatively swift procedure of implanting or…

This conversation focuses on a book published in 1983 that examined "animism," the tendency to regard non-living entities as living and sentient. "The Intimate Machine" suggested that animism will be fully exploited by artificial intelligence (AI) and robotics, generating artefacts that will engage the user in…

This paper employs a socio-technical perspective to explore the role of complex work support systems in organising knowledge and providing opportunities for learning in professional work. Drawing on concepts from infrastructure studies, such systems are seen as work infrastructures which connect information, knowledge, standards and work…

This article distills a discussion about the goals, mechanisms, and effects of three environments which aim to support the acquisition and development of computing concepts (problem solving and programming) in pre-University and non-technical students: Alice, Greenfoot, and Scratch. The conversation started in a special session on the topic at the…

The author advocates that humanities scholars should seek and study programming languages. He believes that, increasingly, an appreciation of how complex ideas can be imagined and expressed as a set of formal procedures--rules, models, algorithms--in the virtual space of a computer will be an essential element of a humanities education. Students…

This is the fourth and final installment in a series of articles presenting a new outlook on the methods of instructional design. These articles examine the nature of the process of instructional design and are meant to stimulate discussion about the roles of designers in the fields of instructional design, the learning sciences, and interaction…

Discusses issues relating to microcomputer software user interfaces: (1) accessibility; (2) ease of learning versus speed and flexibility; (3) arrogant versus accommodating software; (4) file management capabilities; and (5) widespread software inconveniences including copy protection, poor use of subdirectories, and bad text. (MES)

Critically reviews the different types of abstractions and implementations in the area of hypertext and proposes the existence of three types of hypertext: small, medium, and large volume. Each type of hypertext is described, human-computer interaction is considered, and a movement toward intelligent hypertext is discussed. (48 references) (LRW)

The danger of computers is not that people will be controlled by them but that they may imitate them, mistaking data for wisdom. Unobstructed access to facts can produce unlimited good only if matched by the desire and ability to discover what they mean and where they would lead. (MSE)

The semantic web or Web 3.0 makes information more meaningful to people by making it more understandable to machines. In this article, the author examines the implications of Web 3.0 for education. The author considers three areas of impact: knowledge construction, personal learning network maintenance, and personal educational administration.…

Six principles of curriculum planning in an age of technological change are (1) teach basic principles, (2) teach students to adapt, (3) teach students to be researchers, (4) teach interaction with technology, (5) teach effective communication, and (6) teach problem solving. (SK)

An approach to the design of computer systems and applications in which scenarios of human-system interaction are a central working design representation are described and illustrated by examples from the design of a multimedia information system. (Contains 21 references.) (KRN)