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Knowledge-based information retrieval system

机译:基于知识的信息检索系统

摘要

A method and system for assisting a user in solving a new problem case within a selected domain, such as a complex apparatus. The method comprises the steps of providing a case database comprising domain knowledge for the selected domain and previously solved cases, each previously solved case including a plurality of case attributes, said case attributes comprising case attribute names and associated values, prompting the user to select from the case attributes a set of new problem case attributes considered to be relevant to the new problem case and to provide current values for each of the new problem case attributes, searching the database of solved cases for candidate solved cases that have one or more of the new problem case attributes selected by the user and generating a list of said candidate solved cases, matching the candidate solved cases to the new problem case by comparing the value for each of the case attributes in the new problem case to the value for the same case attribute in each of the candidate solved cases, ranking the candidate solved cases in descending order of similarity and presenting a list of candidate solved cases in order of relevance based upon the ranking, generating additional questions based upon unanswered attributes of the candidate solved cases for which values have not yet been provided by the user, to assist the user to select and provide values for the unanswered attributes and thereby appropriately order the candidate solved cases; and repeating the above steps until the user is satisfied with the list of candidate solved cases.
机译:一种用于帮助用户解决诸如复杂设备之类的选定域内的新问题情况的方法和系统。该方法包括以下步骤:提供案例数据库,该案例数据库包括针对所选域和先前解决的案例的领域知识,每个先前解决的案例包括多个案例属性,所述案例属性包括案例属性名称和关联值,提示用户从中进行选择案例属性是一组与新问题案例相关的新问题案例属性,并为每个新问题案例属性提供当前值,在已解决案例的数据库中搜索具有一个或多个以下条件的候选已解决案例。用户选择的新问题案例属性,并生成所述候选已解决案例的列表,通过将新问题案例中每个案例属性的值与相同案例的值进行比较,将候选已解决案例与新问题案例进行匹配属性在每个候选已解决案例中,以相似度从高到低的顺序对候选已解决案例进行排名根据排名以相关性顺序排列候选解决案例的列表,根据用户尚未提供其值的候选解决案例的未回答属性生成其他问题,以帮助用户选择并为其提供值未回答的属性,从而适当地排序候选已解决的案例;并重复上述步骤,直到用户对候选解决案例列表感到满意为止。

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