Machine learning integration in robotic process automation
US-2024304017-A1 · Sep 12, 2024 · US
US2021110155A1 · US · A1
| Field | Value |
|---|---|
| Publication number | US-2021110155-A1 |
| Application number | US-202016878688-A |
| Country | US |
| Kind code | A1 |
| Filing date | May 20, 2020 |
| Priority date | Oct 10, 2019 |
| Publication date | Apr 15, 2021 |
| Grant date | — |
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An information processing system includes a processor configured to analyze an obtained document, the processor being configured to: obtain plural documents where information to be shared by plural participants is recorded; calculate a degree of similarity in details in units of blocks between different documents, the blocks being blocks of sentences included in the documents; determine an execution order of executing work of sharing details of each of the blocks on the basis of the degree of similarity; and allocate work time for performing the work of sharing details of each of the blocks on the basis of a number of characters in each of the blocks.
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What is claimed is: 1 . An information processing system comprising: a processor configured to analyze an obtained document, the processor being configured to: obtain a plurality of documents where information to be shared by a plurality of participants is recorded, calculate a degree of similarity in details in units of blocks between different documents, the blocks being blocks of sentences included in the documents, determine an execution order of executing work of sharing details of each of the blocks on the basis of the degree of similarity, and allocate work time for performing the work of sharing details of each of the blocks on the basis of a number of characters in each of the blocks. 2 . The information processing system according to claim 1 , wherein the processor calculates a degree of similarity of a document vector representing one or more sentences included in each of the blocks as a vector, and regards the calculated degree of similarity as a degree of similarity in details described in each of the blocks. 3 . The information processing system according to claim 2 , wherein the processor regards blocks with a highest degree of similarity between different documents as related blocks, and regards one of the related blocks as a target of the sharing work. 4 . The information processing system according to claim 3 , wherein the processor regards a block with a lowest degree of similarity among the related blocks as a target of the sharing work. 5 . The information processing system according to claim 4 , wherein the processor excludes, among the related blocks, one or more blocks whose degrees of similarity are lower than a predetermined threshold from being a target of the sharing work. 6 . The information processing system according to claim 1 , wherein the processor: relates blocks with a highest degree of similarity between different documents, presents information indicating relation between the blocks to the participants, and on receipt of a command from any of the participants, updates the information indicating relation between the blocks. 7 . The information processing system according to claim 6 , wherein the processor: displays, on a display device, a graph in which the blocks are set as vertices and a side is formed between vertices representing the blocks that are related, and receives an operation performed by any of the participants for replacing the side, and, in accordance with the replaced side, updates the information indicating relation between the blocks. 8 . The information processing system according to claim 1 , wherein the processor presents to the participants an execution order and work time of executing the work of sharing the blocks, and a cumulative value of the work time in a case where the sharing work is executed in the execution order. 9 . The information processing system according to claim 8 , wherein the processor distinguishably presents information on one or more blocks of which the cumulative value of the work time is included in a range less than or equal to a predetermined upper limit. 10 . The information processing system according to claim 9 , wherein the processor distinguishably presents information on one or more blocks for which the sharing work has been completed. 11 . An information processing system comprising: processing means for analyzing an obtained document, the processor: obtaining a plurality of documents where information to be shared by a plurality of participants is recorded, calculating a degree of similarity in details in units of blocks between different documents, the blocks being blocks of sentences included in the documents, determining an execution order of executing work of sharing details of each of the blocks on the basis of the degree of similarity, and allocating work time for performing the work of sharing details of each of the blocks on the basis of a number of characters in each of the blocks.
Document matching, e.g. of document images · CPC title
Extracting the geometrical structure, e.g. layout tree; Block segmentation, e.g. bounding boxes for graphics or text · CPC title
Matching criteria, e.g. proximity measures · CPC title
Physics · mapped topic
Physics · mapped topic
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