Case management model processing
AssigneeInternational Business Machines Corporation
InventorsJing Li, Xiang Li, Haifeng Liu, Jing Mei, Guo Tong Xie, Yi Qin Yu
Life of this patent
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Abstract
The present disclosure provides a method, apparatus and system for processing a case management model (CMM). According to an embodiment, there is provided a method for processing a CMM, the method includes: obtaining an existing CMM having a plurality of elements; obtaining a new CMM having at least one element; aligning an element of the new CMM to an element of the existing CMM according to match costs between the element of the new CMM and the plurality of elements of the existing CMM; and fusing the new CMM into the existing CMM based on the match cost between the aligned elements.
Claims20
A computer implemented method for processing a case management model (CMM), the method comprising:
- obtaining, by a computer system, an existing CMM having a plurality of elements, wherein the plurality of elements are transformed from a data intermediate format (DIF) table and clustered by time using a data miner or from a text intermediate format (TIF) table of unstructured data using a text mining;
- obtaining, by the computer system, a new CMM having at least one element, wherein the at least one element is transformed from the DIF table and clustered by time using the data miner or from the TIF table of unstructured data using the text mining;
- aligning, by the computer system, an element from the at least one element associated with the new CMM to an element from the plurality of elements associated with the existing CMM according to match costs between the at least one element of the new CMM and the plurality of elements of the existing CMM,
- wherein the match costs are calculated by utilizing edit distance,
- wherein the aligned elements include at least one matching element associated with at least one keyword in the existing CMM,
- wherein the at least one keyword is utilized as the name of the matching element associated with the existing CMM,
- wherein determining a lack of at least one keyword, the name of the matching element including a most occurred keyword based on a list of names associated with the existing CMM;
- fusing, via a fusing unit of the computer system, the element of the new CMM into the existing CMM based on a first threshold associated with the match cost between the aligned elements,
- wherein the first threshold is provided and adjusted by a user based on a plurality of factors;
- and
- automatically modifying, by the computer system, the existing CMM based on the fused element of the new CMM.
A computer system for processing a case management model (CMM), comprising:
- receiving, by an aligning unit, an existing CMM having a plurality of elements, wherein the plurality of elements are transformed from a data intermediate format (DIF) table and clustered by time using a data miner or from a text intermediate format (TIF) table of unstructured data using a text mining and a new CMM having at least one element, wherein the at least one element is transformed from the DIF table and clustered by time using the data miner or from the TIF table of unstructured data using the text mining;
- aligning an element from the at least one element associated with the new CMM to an element from the plurality of elements associated with the existing CMM according to match costs between the at least one element of the new CMM and the plurality of elements of the existing CMM,
- wherein the match costs are calculated by utilizing edit distance,
- wherein the aligned elements include at least one matching element associated with at least one keyword in the existing CMM,
- wherein the at least one keyword is utilized as the name of the matching element associated with the existing CMM,
- wherein determining a lack of at least one keyword, the name of the matching element including a most occurred keyword based on a list of names associated with the existing CMM;
- fusing, by a fusing unit, the element of the new CMM into the existing CMM based on a first threshold associated with the match cost between the aligned elements,
- wherein the first threshold is provided and adjusted by a user based on a plurality of factors;
- and
- automatically modifying the existing CMM based on the fused element of the new CMM.
A computer program product for processing a case management model (CMM), comprising:
- one or more computer-readable storage medium and program instructions stored on at least one of the one or more tangible storage medium, the program instructions executable by a processor, the program instructions comprising:
- program instructions to obtain an existing CMM having a plurality of elements, wherein the plurality of elements are transformed from a data intermediate format (DIF) table and clustered by time using a data miner or from a text intermediate format (TIF) table of unstructured data using a text mining;
- program instructions to obtain a new CMM having at least one element, wherein the at least one element is transformed from the DIF table and clustered by time using the data miner or from the TIF table of unstructured data using the text mining;
- program instructions to align an element from the at least one element associated with the new CMM to an element from the plurality of elements associated with the existing CMM according to match costs between the at least one element of the new CMM and the plurality of elements of the existing CMM,
- wherein the match costs are calculated by utilizing edit distance,
- wherein the aligned elements include at least one matching element associated with at least one keyword in the existing CMM,
- wherein the at least one keyword is utilized as the name of the matching element associated with the existing CMM,
- wherein determining a lack of at least one keyword, the name of the matching element including a most occurred keyword based on a list of names associated with the existing CMM;
- program instructions to fuse, via a fusing unit, the element of the new CMM into the existing CMM based on a first threshold associated with the match cost between the aligned elements,
- wherein the first threshold is provided and adjusted by a user based on a plurality of factors;
- and
- program instructions to automatically modify the existing CMM based on the fused element of the new CMM.
Dependencies are inferred from the claim text.