Inside Case-Based Reasoning

By C. Riesbeck, Roger C. Schank. 1989

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

Citations in the corpus

Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges (2021, background): “Case-based reasoning has long been a subject of interest in the artificial intelligence (AI) community (Riesbeck and Schank, 1989; Kolodner, 1988; Hammond, 1989).”
Digital technologies and artificial intelligence’s present and foreseeable impact on lawyering, judging, policing and law enforcement (2015, background): “Bain’s JUDGE system (Bain 1986, 1989a, b) is, among the other things, a tool whose AI mechanism is case-based reasoning.”
Case-based reasoning (1994, background): “For an in-depth discussion of the principles and issues in case-based reasoning, as well as overviews of recent case-based reasoning projects, excellent sources are Riesbeck and Schank (1989) and Kolodner (1993).”
Inside case-based explanation (1994, background): “\Inside Case-based Reasoning" [4], the popular predecessor to this book, is a well written introductory text for the subject.”
Computer poker: A review (2011, background): “Case-based reasoning (CBR) [70,49] is a type of lazy learning [2] algorithm, where a set of cases are stored and maintained that encode knowledge of previously encountered situations, along with their solutions.”
A theory of case-based decisions (2001, background): “8Riesbeck and Schank (1989) refer to rules in this capacity as “ossified cases”.”
Unifying Instance-Based and Rule-Based Induction (1996, background): “In recent years, case-based reasoning has gained popularity as an alternative to rule systems, but its proponents recognize that there is a wide spectrum from speci(cid:12)c cases to the very general rules typically used (Riesbeck & Schank, 1989), and it deserves to be further explored.”
Conceptual Combination: Alternative Knowledge Structures, Alternative Heuristics (2005, unknown): “Case-based reasoning has been described in somewhat different ways by different theorists (e.g., Busch, 2001; Hammond, 1990; Hershey, Walsh, Read, & Chulef, 1990; Kolodner, 1995; Reisbeck & Schank, 1989).”
Instance-based learning in dynamic decision making (2003, background): “Case-Based Reasoning (CBR) proposes that skills in complex tasks are developed by the accumulation of cases containing the information that characterizes the state of the world, the solution to that problem, and the outcome (describing the state of the world after the case occurred) ( Reisbeck & Sch”
Knowledge-based recommender systems (2000, background): “The class of systems that w e will concentrate on in this paper draws from research in case-based reasoning or CBR ( Hammond, 1989; Kolodner, 1993; Riesbeck & Schank, 1989 ).”
Aiding Transfer in Statistics: Examining the Use of Conceptually Oriented Equations and Elaborations during Subgoal Learning. (2003, background): “…light of research suggesting that rules conveying what-to-do knowledge provide relatively little help to learners attempting to develop a deep conceptual understanding of a rule-based system, whereas knowledge about what it means may facilitate this depth of understanding (Riesbeck & Schank, 1989).”
Effects of Repeated Practice and Contextual-Writing Experiences on College Students' Writing Skills. (2002, background): “The acquisition and integration of basic technical knowledge with knowledge gained through repeated experiences in a specific task domain is important to expertise development (eg, Anderson, 1982; Boshuizen & Schmidt, 1992; Riesbeck & Schank, 1989; Schank & Abelson, 1977; Tulving, 1985).”
Learning and Transfer: A General Role for Analogical Encoding (2003, background): “The idea is that people can readily learn specificexamples, which then can serve as models or analogies for futuresituations (eg, Dunbar, 1995; Magnani, Nersessian, & Thagard,1999; Reeves W Riesbeck& Schank, 1989; Ross, 1987).”
Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches (1994, unknown): “1 in [51], Introductory section of [18], [36,61]).”