公开(公告)号：US20230385311A1

公开(公告)日：2023-11-30

申请号：US18030597

申请日：2021-10-07

Applicant: BASF SE

Inventor： Henning Schwabe ,  Arunav Mishra ,  Juergen Mueller

IPC: G06F16/31 ,  G06F16/34 ,  G06F40/30 ,  G06F16/335

CPC classification number: G06F16/313 ,  G06F16/34 ,  G06F40/30 ,  G06F16/335

Abstract: A computer-implemented method for generating digital information data in a subject area is proposed. The method comprises:



providing, at a processing unit, digital information corpus data;
extracting, via the processing unit, digital information seed data from the digital information corpus data;
performing, via the processing unit, a search in at least one database comprising knowledge information, thereby extracting a plurality of text blocks related to the subject area from the at least one database; wherein the search is performed based upon the digital information seed data,
indexing, via the processing unit, the text blocks in temporal sequence;
generating, via the processing unit, the digital information data using the temporally organized text blocks.

公开(公告)号：US12032613B2

公开(公告)日：2024-07-09

申请号：US17373294

申请日：2021-07-12

Applicant: BASF SE

Inventor： Henning Schwabe ,  Arunav Mishra ,  Juergen Mueller ,  Michael Schuhmacher

IPC: G06F16/33 ,  G06F16/31 ,  G06F40/211 ,  G06F40/30 ,  G06N5/04

CPC classification number: G06F16/3344 ,  G06F16/316 ,  G06F40/211 ,  G06F40/30 ,  G06N5/04

Abstract: In order to facilitate a search and identification of documents, an information retrieval system is provided for performing a search on a corpus of data objects. The information retrieval system comprises a device and a database. The database is configured to store at least one syntactic search index data structure and at least one semantic search index data structure. The syntactic search index data structure is configured to index and store in the database a plurality of terms from the corpus of data objects along with syntactic annotations indicating syntactic information. The at least one semantic search index data structure is configured to index and store in the database the plurality of terms from the corpus of data objects along with semantic annotations indicating semantic information. The device comprises an input unit, a processing unit, and an output unit. The input unit is configured to receive a syntactic query and a semantic query. The processing unit is configured to match the syntactic query against the syntactic search index data structure to obtain a first set of data objects, each of which has a set of terms that are syntactically related to the syntactic query. The processing is configured to match the semantic query against The at least one semantic search index data structure to obtain second set of the data objects, each of which has a set of terms that are semantically related to the semantic query, wherein the second set of data objects is a sub-set of the first set of the data objects. The output unit is configured to output information of the second set of data objects.

公开(公告)号：US20220092478A1

公开(公告)日：2022-03-24

申请号：US17477971

申请日：2021-09-17

Applicant: BASF SE

Inventor： Arunav Mishra ,  Juergen Mueller ,  Lalita Shaki Uribe Ordonez

IPC: G06N20/00

Abstract: The present invention relates to classifying data (24). A first data driven model (50) is trained based on labeled historic data (44). A second data driven model (60), comprises a set of rules (42). Data (24) to be classified is obtained at the first data driven model (50) and the second data driven model (60). A first classification (52) is determined for the data (24) by the first data driven model (50) and a second classification (62) is determined for the data (24) by the second data driven model (60). A result signal (80) is provided based on the classifications (52, 62).

公开(公告)号：US20220019608A1

公开(公告)日：2022-01-20

申请号：US17373294

申请日：2021-07-12

Applicant: BASF SE

Inventor： Henning Schwabe ,  Arunav Mishra ,  Juergen Mueller ,  Michael Schuhmacher

IPC: G06F16/33 ,  G06F40/30 ,  G06F40/211 ,  G06F16/31 ,  G06N5/04

Abstract: In order to facilitate a search and identification of documents, an information retrieval system is provided for performing a search on a corpus of data objects. The information retrieval system comprises a device and a database. The database is configured to store at least one syntactic search index data structure and at least one semantic search index data structure. The syntactic search index data structure is configured to index and store in the database a plurality of terms from the corpus of data objects along with syntactic annotations indicating syntactic information. The at least one semantic search index data structure is configured to index and store in the database the plurality of terms from the corpus of data objects along with semantic annotations indicating semantic information. The device comprises an input unit, a processing unit, and an output unit. The input unit is configured to receive a syntactic query and a semantic query. The processing unit is configured to match the syntactic query against the syntactic search index data structure to obtain a first set of data objects, each of which has a set of terms that are syntactically related to the syntactic query. The processing is configured to match the semantic query against The at least one semantic search index data structure to obtain second set of the data objects, each of which has a set of terms that are semantically related to the semantic query, wherein the second set of data objects is a sub-set of the first set of the data objects. The output unit is configured to output information of the second set of data objects.