SYSTEM AND METHOD FOR GENERATING CONTENT PERTAINING TO REAL PROPERTY ASSETS
A real property document processing system can parse real property documents such as appraisal documents to extract useful information relating to real property assets. The system can extract images, text, and other information. Using the extracted information, the system can associate extracted images with portions of text as corresponding captions. Caption association can be performed based on results of directional analyses performed on each page of the real property document. In addition, caption associate can be performed based on results of context analyses—the system can determine appropriate captions by comparing the text of caption candidates against known keywords associated with contexts determined for the images. By analyzing the images and their associated captions, the system can detect one or more real property features depicted in each of the images. The real property features can be used to assign searchable tags to the images.
1 . A real property document processing system comprising:
one or more processors; and
one or more memory resources storing instructions that, when executed by the one or more processors, cause the one or more processors to:
receive a real property document pertaining to a subject property, the real property document depicting a plurality of images and a plurality of portions of text;
parse the real property document to extract the plurality of images and the plurality of portions of text;
perform caption association to associate at least one image of the plurality of images with at least one portion of text from the plurality of portions of text as a corresponding caption; and
analyze the at least one image and the corresponding caption to associate one or more tags to the at least one image, the one or more tags each being indicative of a characteristic pertaining to the subject property.
2 . The real property document processing system of claim 1 , wherein the executed instructions further cause the processors to:
identify, on a page of the real property document depicting the at least one image, one or more portions of text as caption candidates for the at least one image, each of the caption candidates being identified based on its proximity on the page to the at least one image; and
select one of the caption candidates as the corresponding caption.
3 . The real property document processing system of claim 2 , wherein the executed instructions further cause the processors to select one of the caption candidates based on a first metric computed based on (i) a position of the at least one image in relation each of the caption candidates and (ii) a position of a second image depicted on the page in relation to each of the second image's caption candidates.
4 . The real property document processing system of claim 2 , wherein the executed instructions further cause the processors to determine a context for the at least one image.
5 . The real property document processing system of claim 4 , wherein the executed instructions further cause the processors to select one of the caption candidates based on a second metric computed based on a comparison between text in each of the caption candidates and a set of predetermined keywords associated with the determined context.
6 . The real property document processing system of claim 4 , wherein the determined context is one of (i) an interior context; and (ii) an exterior context.
7 . The real property document processing system of claim 4 , wherein the determined context is indicative of a portion of a real property depicted in the at least one image.
8 . The real property document processing system of claim 1 , wherein the executed instructions further cause the processors to identify a subject property of the real property document.
9 . The real property document processing system of claim 7 , wherein the executed instructions further cause the processors to discard images of the plurality of images that do not pertain to the subject property.
10 . The real property document processing system of claim 1 , wherein the executed instructions further cause the processors to generate content using the at least one image and the corresponding caption.
11 . The real property document processing system of claim 10 , wherein the content is searchable using the one or more tags.
12 . The real property document processing system of claim 1 , wherein the executed instructions further cause the processors to extract metadata information from the real property document.
13 . The real property document processing system of claim 1 , wherein the executed instructions further cause the processors to determine a property condition score based on the at least one image and the associated caption.
14 . The real property document processing system of claim 1 , wherein the executed instructions further cause the processors to determine a property condition score based on the one or more tags.
15 . A computer-implemented method of analyzing a real property document, the method being performed by one or more processors and comprising:
receiving the real property document pertaining to a subject property, the real property document depicting a plurality of images and a plurality of portions of text;
parsing the real property document to extract the plurality of images and the plurality of portions of text;
performing caption association to associate at least one image of the plurality of images with at least one portion of text from the plurality of portions of text as a corresponding caption; and
analyzing the at least one image and the corresponding caption to associate one or more tags to the at least one image, the one or more tags each being indicative of a characteristic pertaining to the subject property.
16 . The method of claim 15 , further comprising
identifying, on a page of the real property document depicting the at least one image, one or more portions of text as caption candidates for the at least one image, each of the caption candidates being identified based on its proximity on the page to the at least one image; and
selecting one of the caption candidates as the corresponding caption.
17 . The method of claim 16 , further comprising selecting one of the caption candidates based on a first metric computed based on (i) a position of the at least one image in relation each of the caption candidates and (ii) a position of a second image depicted on the page in relation to each of the second image's caption candidates.
18 . The method of claim 16 , further comprising determining a context for the at least one image.
19 . The method of claim 18 , further comprising selecting one of the caption candidates based on a second metric computed based on a comparison between text in each of the caption candidates and a set of predetermined keywords associated with the determined context.
20 . A non-transitory computer-readable medium storing instructions that, when executed by one or more processors, cause the one or more processors to:
receive a real property document pertaining to a subject property, the real property document depicting a plurality of images and a plurality of portions of text;
parse the real property document to extract the plurality of images and the plurality of portions of text;
perform caption association to associate at least one image of the plurality of images with at least one portion of text from the plurality of portions of text as a corresponding caption; and
analyze the at least one image and the corresponding caption to associate one or more tags to the at least one image, the one or more tags each being indicative of a characteristic pertaining to the subject property.