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公开(公告)号：US11790164B2
公开(公告)日：2023-10-17
申请号：US16876556
申请日：2020-05-18
IPC分类号： G06F40/20 , G06F40/00 , G06F40/205 , G06F40/35
摘要： The subject invention functions to use available data and information to automatically create narrative stories that describes domain events, circumstances and/or entities in a comprehensible and compelling and audience customized, manner. Computer executable instructions provide for generating a narrative story using standard and uniform structures and data for receiving domain related data and a story specification, parsing the story specification to provide constituent components, transforming the constituent components into executable code, instantiating content blocks having at least one feature for the domain according to the story specification and rendering the narrative story using the constituent components specified by the content blocks.
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公开(公告)号：US20220114206A1
公开(公告)日：2022-04-14
申请号：US17561375
申请日：2021-12-23
发明人： Daniel Joseph Platt , Mauro Eduardo Ignacio Mujica-Parodi, III , Lawrence A. Birnbaum , Alexander Rudolf Sippel , Jonathan Alden Drake , Peter Horace Sherman
IPC分类号： G06F16/51 , G06F16/901 , G06F16/248 , G06T11/20
摘要： Disclosed herein are example embodiments that describe how a narrative generation techniques can be used in connection with data visualization tools to automatically generate narratives that explain the information conveyed by a visualization of a data set. In example embodiments, new data structures and artificial intelligence (AI) logic can be used by narrative generation software to map different types of visualizations to different types of story configurations that will drive how narrative text is generated by the narrative generation software.
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公开(公告)号：US11170038B1
公开(公告)日：2021-11-09
申请号：US16235649
申请日：2018-12-28
发明人： Daniel Joseph Platt , Mauro Eduardo Ignacio Mujica-Parodi, III , Lawrence A. Birnbaum , Alexander Rudolf Sippel , Jonathan Alden Drake , Peter Horace Sherman
IPC分类号： G06F16/00 , G06F16/51 , G06F16/901 , G06T11/20
摘要： Narrative generation techniques can be used in connection with data visualization tools to automatically generate narratives that explain the information conveyed by a visualization of a data set. In example embodiments, new data structures and artificial intelligence (AI) logic can be used by narrative generation software to map different types of visualizations to different types of story configurations that will drive how narrative text is generated by the narrative generation software.
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公开(公告)号：US11042708B1
公开(公告)日：2021-06-22
申请号：US16233746
申请日：2018-12-27
发明人： Michael Tien Thinh Pham , Nathan William Krapf , Stephen Emmanuel Hudson , Clayton Nicholas Norris
IPC分类号： G06F40/30 , G06F40/205 , G06F40/295
摘要： NLG techniques are disclosed that apply computer technology to sentence data for performing entity referencing. For example, a processor can parse sentence data in a defined window of sentence data into a list of entity terms and a plurality of classifications associated with the listed entity terms. A processor can also compute a plurality of context saliency scores for a plurality of the listed entity terms based on the classifications associated with the listed entity terms. For new sentence data that refers to an entity term from the entity term list, a processor can select a referring term for referencing that entity term from a list of candidate referring terms based on the context saliency scores for the entity terms. A processor can then form the new sentence data such that the new sentence data includes the selected referring term to refer to the at least one entity term.
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公开(公告)号：US20200334418A1
公开(公告)日：2020-10-22
申请号：US16916248
申请日：2020-06-30
IPC分类号： G06F40/30 , G06N20/00 , G06F40/205 , G06F40/295 , G06F40/211
摘要： Disclosed herein is computer technology that applies natural language processing (NLP) techniques to training data to generate information used to train a natural language generation (NLG) system to produce output that stylistically resembles the training data. In this fashion, the NLG system can be readily trained with training data supplied by a user so that the NLG system is adapted to produce output that stylistically resembles such training data. In an example, an NLP system detects a plurality of linguistic features in the training data. These detected linguistic features are then aggregated into a specification data structure that is arranged for training the NLG system to produce natural language output that stylistically resembles the training data. Parameters in the specification data structure can be linked to objects in an ontology used by the NLG system to facilitate the training of the NLG system based on the detected linguistic features.
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公开(公告)号：US10755046B1
公开(公告)日：2020-08-25
申请号：US16277000
申请日：2019-02-15
发明人： Maia Lewis Meza , Clayton Nicholas Norris , Michael Justin Smathers , Daniel Joseph Platt , Nathan D. Nichols
IPC分类号： G06F17/27 , G06F17/21 , G06F40/279 , G06F40/30 , G06F40/211 , G06F40/253
摘要： Disclosed herein is an NLP system that is able to extract meaning from a natural language message using improved parsing techniques. Such an NLP system can be used in concert with an NLG system to interactively interpret messages and generate response messages in an interactive conversational stream. The parsing can include (1) named entity recognition that contextualizes the meanings of words in a message with reference to a knowledge base of named entities understood by the NLP and NLG systems, (2) syntactically parsing the message to determine a grammatical hierarchy for the named entities within the message, (3) reduction of recognized named entities into aggregations of named entities using the determined grammatical hierarchy and reduction rules to further clarify the message's meaning, and (4) mapping the reduced aggregation of named entities to an intent or meaning, wherein this intent/meaning can be used as control instructions for an NLG process.
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公开(公告)号：US10747823B1
公开(公告)日：2020-08-18
申请号：US15895800
申请日：2018-02-13
IPC分类号： G06F16/95 , G06N20/00 , G06F16/20 , G06F40/253
摘要： Example embodiments are disclosed where a narrative generation platform is integrated with a conversational interface such as a Chatbot to support interactive and dynamic narrative generation in response to speech inputs from users. Such a system can be further integrated with a visualization platform to allow the speech input through the conversational interface to interactively and dynamically focus and control visualizations and/or narratives that accompany the visualizations.
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公开(公告)号：US10719542B1
公开(公告)日：2020-07-21
申请号：US15897373
申请日：2018-02-15
发明人： Andrew R. Paley , Nathan Drew Nichols , Matthew Lloyd Trahan , Maia Jane Lewis Meza , Lawrence A. Birnbaum , Kristian J. Hammond
IPC分类号： G06F17/28 , G06F16/36 , G06Q10/10 , G06F40/56 , G06F40/295
摘要： Artificial intelligence (AI) technology can be used in combination with composable communication goal statements and an ontology to facilitate a user's ability to quickly structure story outlines in a manner usable by an NLG narrative generation system without any need for the user to directly author computer code. This AI technology permits NLG systems to determine the appropriate content for inclusion in a narrative story about a data set in a manner that will satisfy a desired communication goal. The AI NLG computer system can also build and update the ontology concurrently with a user's composition of communication goal statements.
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公开(公告)号：US10699079B1
公开(公告)日：2020-06-30
申请号：US16047800
申请日：2018-07-27
发明人： Andrew R. Paley , Nathan D. Nichols , Matthew L. Trahan , Maia Lewis Meza , Michael Tien Thinh Pham , Charlie M. Truong
IPC分类号： G06F17/27 , G06F40/30 , G06N5/02 , G06F40/295 , G06F17/21
摘要： Artificial intelligence (AI) technology can be used in combination with composable communication goal statements to facilitate a user's ability to quickly structure story outlines using “analyze” communication goals in a manner usable by an NLG narrative generation system without any need for the user to directly author computer code. This AI technology permits NLG systems to determine the appropriate content for inclusion in a narrative story about a data set in a manner that will satisfy a desired analysis communication goal such that the narratives will express various ideas that are deemed relevant to a given analysis communication goal.
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公开(公告)号：US20170344518A1
公开(公告)日：2017-11-30
申请号：US15664414
申请日：2017-07-31
CPC分类号： G06F17/212 , G06F17/24 , G06F17/27 , G06F17/2775 , G06F17/30312 , G06F17/30371 , G06Q10/10
摘要： A system and method for automatically generating a narrative story receives data and information pertaining to a domain event. The received data and information and/or one or more derived features are then used to identify a plurality of angles for the narrative story. The plurality of angles is then filtered, for example through use of parameters that specify a focus for the narrative story, length of the narrative story, etc. Points associated with the filtered plurality of angles are then assembled and the narrative story is rendered using the filtered plurality of angles and the assembled points.
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