发明名称 System and method for generating legal documents
摘要 A system and method for the automated generation of documents for a legal transaction over a network using probabilistic prediction of customary usage. The predictions are generated by user experience, expert rules and machine learned classifiers based on user input of transaction data. The classifiers are constructed and tested on a partitioned dataset consisting of transaction data and legal document and clause selections in previous transactions. In one embodiment, such dataset is collected in a document management system.
申请公布号 US9355370(B2) 申请公布日期 2016.05.31
申请号 US201313922154 申请日期 2013.06.19
申请人 iClosings.com, Inc. 发明人 Miller Kenneth Scott;Hall Adam
分类号 G06N5/00;G06F1/00;G06N99/00;G06Q10/10;G06Q50/18;G06F17/24 主分类号 G06N5/00
代理机构 代理人
主权项 1. A server system for generating legal documents, the server system comprising: a. processor for executing instructions; a display, operatively coupled to the processor; an input communications device; a non-transitory computer readable medium, operatively coupled to the processor, wherein the non-transitory computer readable medium contains: a set of server system instructions that, if executed by the processor, are operable to cause the server system to prompt a first user to initialize the server system with a plurality of legal document forms and a plurality of form selection attributes corresponding to each, of the plurality of legal document forms;a set of learning agent instructions that, if executed by the processor, are operable to cause the server system to construct at least one machine learned, form selection classifier based on a training set, wherein the training set is a first subset of a set of form usage data;a set of rule engine instructions that, if executed by the processor, are operable to cause the server system to construct a rules engine, the rules engine comprising form selection rules and resources and logic to apply the form selection rules, wherein the form selection rules include the at least one machine learned, form selection classifier; anda set of document management instructions that, if executed by the processor, are operable to cause the server system to:prompt a second user to populate the rules engine with transaction data corresponding to the second user's legal transaction;select at least one of the plurality of legal document forms as determined by the populated rules engine;populate at least one selected legal document form with data corresponding to the transaction data to produce at least one completed legal document; anddisplay the at least one completed legal document to the second user.
地址 Santa Monica CA US