West Services, Inc.

Thomson Reuters Global Resources

Thomson Reuters Enterprise Centre Gmbh

Thomson Legal Regulatory Global Ag

Thomson Reuters Global Resources Unlimited Company

Peter Jackson

Khalid Al-Kofahi

Timothy Earl Travers

Alex Tyrell

Michael Dahn

Mark A Bluhm

To facilitate legal research, companies, such as Thomson West provide subscription-based (pay-for-access) online information-retrieval systems. Seeking to improve these and related systems, the present inventors recognized researchers often need to access open web content that is outside their subscription-based system. Accordingly, the present inventors devised systems, methods, and software that automatically search for and identify open web documents in response to queries within the subscription-based system and/or automatically search for and identify pay-for-access content in response to receiving open web queries.

Pay-for-access legal research system with access to open web content

To facilitate legal research, companies, such as Thomson West provide subscription-based online information-retrieval systems. Seeking to improve these and related IR systems, the present inventors recognized researchers often overlook some types of documents, such as legal encyclopedias and treatises that may be useful to them. Accordingly, the present inventors devised systems, methods, and software that automatically search for other types of documents not specifically targeted by user queries. One exemplary system automatically submits a user query for legal opinions to first and second databases, with the first storing legal opinions and the second storing non-opinion documents, such as headnotes from the West Key Number System, articles from American Law Reports, and/or articles from American Jurisprudence.

Systems, methods, interfaces and software for extending search results beyond initial query-defined boundaries

The American legal system, judges and lawyers are continually researching an ever-expanding body of past judicial opinions, or case law, for the ones most relevant to resolution of new disputes. To facilitate these searches, some companies collect and publish the judicial opinions of courts across the United States in both paper and electronic forms, with some of the cases containing references to prior cases from other courts that have previously ruled on all or part of the same dispute. Identifying the prior cases is problematic, because, for example, conventional computer text-matching not only suggests too many non-prior cases, but also misses too many actual prior cases. Accordingly, the present inventors devised systems, methods, and software that generally facilitate identification of one or more documents that are related to a given document, and particularly facilitate identification of prior cases for a given case. One specific embodiment retrieves prior-case candidates based on information extracted from an input case, and then uses a support vector machine to determine which of the prior-case candidates are most probably prior cases for the input case.

System, method, and software for identifying historically related legal cases

System, method, and software for identifying historically related legal opinions

To reduce cost and improve accuracy, the inventors devised systems, methods, and software to aid classification of text, such as headnotes and other documents, to target classes in a target classification system. For example, one system computes composite scores based on: similarity of input text to text assigned to each of the target classes; similarity of non-target classes assigned to the input text and target classes; probability of a target class given a set of one or more non-target classes assigned to the input text; and/or probability of the input text given text assigned to the target classes. The exemplary system then evaluates the composite scores using class-specific decision criteria, such as thresholds, ultimately assigning or recommending assignment of the input text to one or more of the target classes. The exemplary system is particularly suitable for classification systems having thousands of classes.

Systems, methods, and software for classifying text from judicial opinions and other documents

Growing community of inventors

Burnsville, MN, United States of America

Peter Jackson