Researcher

Edwina L. Rissland

Edwina L. Rissland studies case-based reasoning and legal AI, including shared systems for interpreting statutes and constructing arguments. Rissland earned a mathematics doctorate from MIT in 1977. She remained there as an instructor and research associate for two years, then joined UMass computer science in September 1979. Her earlier degrees were from Brown and Brandeis. Rissland, Skalak and M. T. Friedman published BankXX at the International Conference on AI and Law. BankXX uses heuristic search to retrieve cases and other knowledge for adversarial arguments.

Works
79
Citations
2,680
h-index
28

Publication numbers from OpenAlex, as of 14 October 2026.

Photo of Edwina L. Rissland

Timeline

  1. 1977–1979

    Mathematics to computing

    Rissland earned a mathematics doctorate from MIT in 1977. She remained there as an instructor and research associate for two years, then joined UMass computer science in September 1979. Her earlier degrees were from Brown and Brandeis.

  2. 1982–1988

    Legal reasoning and cases

    She held a law and computer science fellowship at Harvard Law School in 1982–1983 and a law lecturer appointment beginning in 1985. With Kevin Ashley, she published a case-based approach to modeling legal expertise in 1988. Her research connects legal reasoning with knowledge acquisition and learning.

  3. 1991

    A hybrid for statutory interpretation

    Rissland and David Skalak published CABARET, a hybrid architecture for statutory interpretation. CABARET was part of a program that combined case-based and rule-based reasoning.

  4. 1993

    Searching cases to build arguments

    Rissland, Skalak and M. T. Friedman published BankXX at the International Conference on AI and Law. BankXX uses heuristic search to retrieve cases and other knowledge for adversarial arguments. BankXX supports legal reasoning through cases.

Sources and credits

Photo: www.cics.umass.edu; creator not stated. License: Not stated by source. Source: cics.umass.edu. Cropped to a square and resized. Ask us to remove or replace this photo.

  1. Edwina L. Rissland — direct university biography and publications people.cs.umass.edu. Checked 13 October 2026.
  2. UMass Case-Based Reasoning Group — direct project record people.cs.umass.edu. Checked 13 October 2026.