Generating digital associations between documents and digital calendar events based on content connections
The present disclosure relates to generating and utilizing digital associations between digital documents and digital calendar events based on determined content connections. For example, one or more embodiments suggest a digital document to a user for association with a digital calendar event based on content connections between the digital document and the digital calendar event. In particular, one or more embodiments determine a content connection based on document characteristics (e.g., document content and access characteristics) and calendar event characteristics (e.g., calendar content and historical meeting information). For example, the system can train a machine learning model to determine content connections based on document characteristics and calendar event characteristics. By associating digital documents with digital calendar events, the system can efficiently manage digital documents for participants, automatically generate new digital documents for calendar events, generate snippets for insertion within digital documents, and generate calendar event summaries and action items.
1 . A method, comprising:
identifying a first digital calendar event associated with a user account;
determining a content connection between the first digital calendar event and a digital document of a plurality of digital documents associated with the user account by processing document content of the digital document and calendar content of the first digital calendar event, wherein determining the content connection comprises determining the content connection using a machine learning model trained by having parameters iteratively updated using feedback determined from comparing predicted content connections generated by the machine learning model during training to corresponding ground truths;
identifying a second digital calendar event associated with the user account, wherein the first digital calendar event and the second digital calendar event are within a predetermined time period;
generating a first calendar event indicator corresponding to the first digital calendar event and a second calendar event indicator corresponding to the second digital calendar event, wherein the first calendar event indicator comprises a link to the first digital calendar event and an additional link to the digital document having the content connection with the first digital calendar event; and
modifying a user interface of a computing device associated with the user account to include the first calendar event indicator and the second calendar event indicator.
2 . The method of claim 1 , further comprising:
receiving an indication of a user interaction with the additional link to the digital document; and
providing the computing device access to the digital document within a document application.
3 . The method of claim 1 , wherein determining the content connection comprises comparing the document content with the calendar content, wherein the document content comprises at least one of a document title or document text, and the calendar content comprises at least one of a digital calendar event title or a digital calendar event description.
4 . The method of claim 1 , wherein the first calendar event indicator further comprises a snippet of the digital document.
5 . The method of claim 1 , further comprising:
determining at least one additional content connection between at least one additional digital document and the first digital calendar event,
wherein the first calendar event indicator comprises a list of digital documents comprising the digital document and the at least one additional digital document.
6 . The method of claim 1 , wherein:
identifying the first digital calendar event and the second digital calendar event comprises identifying upcoming digital calendar events for the user account; and
modifying the user interface of the computing device to include the first calendar event indicator and the second calendar event indicator comprises modifying the user interface before the first digital calendar event and the second digital calendar event occur.
7 . The method of claim 1 , further comprising generating a summary document for the digital document by analyzing the document content of the digital document to identify key sentences of the document content by:
generating an intersection score for each sentence pair from sentences of a paragraph of the document content;
determining a score for each sentence from the paragraph based on intersection scores for sentence pairs that include the sentence; and
extracting at least one sentence from the paragraph as a key sentence based on the score for each sentence from the paragraph.
8 . The method of claim 7 , wherein generating the intersection score for each sentence pair from the sentences of the paragraph of the document content comprises:
dividing each of a first sentence and a second sentence included in the sentence pair into words;
determining a number of words that are common between the first sentence and the second sentence included in the sentence pair; and
generating the intersection score by dividing the number of words that are common by an average length of the first sentence and the second sentence.
9 . A non-transitory computer readable storage medium comprising instructions that, when executed by at least one processor, cause a computer system to:
identify a first digital calendar event associated with a user account;
determine a first content connection between the first digital calendar event and a first digital document of a plurality of digital documents associated with the user account, wherein determining the first content connection comprises determining the first content connection using a machine learning model trained by having parameters iteratively updated using feedback determined from comparing predicted content connections generated by the machine learning model during training to corresponding ground truths;
identify a second digital calendar event associated with the user account, wherein the first digital calendar event and the second digital calendar event are within a predetermined time period;
generate a first calendar event indicator corresponding to the first digital calendar event and a second calendar event indicator corresponding to the second digital calendar event, wherein the first calendar event indicator comprises a link to the first digital calendar event and an additional link to the summary document for the first digital document having the first content connection with the first digital calendar event; and
modify a user interface of a computing device associated with the user account to include the first calendar event indicator and the second calendar event indicator.
10 . The non-transitory computer readable storage medium of claim 9 , wherein determining the first content connection between the first digital document and the first digital calendar event comprises utilizing a machine learning model to determine the first content connection.
11 . The non-transitory computer readable storage medium of claim 10 , wherein the instructions, when executed by the at least one processor, cause the computer system to:
determine a second content connection between a second digital document of the plurality of digital documents and the second digital calendar event; and
based on the second content connection, provide a link to the second digital document within the second calendar event indicator.
12 . The non-transitory computer readable storage medium of claim 9 , wherein the predetermined time period is a current day.
13 . The non-transitory computer readable storage medium of claim 9 , wherein the instructions, when executed by the at least one processor, cause the computer system to provide the computing device access to the first digital calendar event within a calendar application based on receiving an indication of a user interaction with the link to the first digital calendar event.
14 . The non-transitory computer readable storage medium of claim 9 , further comprising instructions that, when executed by the at least one processor, cause the computer system to provide the computing device access to the first digital document within a document application based on receiving an indication of a user interaction with the additional link to the first digital document.
15 . A system comprising:
at least one processor; and
a non-transitory computer readable storage medium comprising instructions that, when executed by the at least one processor, cause the system to:
identify a first digital calendar event associated with a user account;
determine a content connection between the first digital calendar event and a digital document of a plurality of digital documents associated with the user account by processing document content of the digital document and calendar content of the first digital calendar event, wherein determining the content connection comprises determining the content connection using a machine learning model trained by having parameters iteratively updated using feedback determined from comparing predicted content connections generated by the machine learning model during training to corresponding ground truths;
identify a second digital calendar event associated with the user account, wherein the first digital calendar event and the second digital calendar event are within a predetermined time period;
generate a first calendar event indicator corresponding to the first digital calendar event and a second calendar event indicator corresponding to the second digital calendar event, wherein the first calendar event indicator comprises a link to the first digital calendar event and an additional link to the summary document for the digital document having the content connection with the first digital calendar event; and
modify a user interface of a computing device associated with the user account to include the first calendar event indicator and the second calendar event indicator.
16 . The system of claim 15 , wherein the first calendar event indicator and the second calendar event indicator are provided in an application that is not a calendar application.
17 . The system of claim 15 , further comprising instructions that, when executed by the at least one processor, cause the system to:
determine at least one additional content connection between at least one additional digital document and the first digital calendar event,
wherein the first calendar event indicator comprises a list of digital documents comprising the digital document and the at least one additional digital document.
18 . The system of claim 15 , wherein the first calendar event indicator further comprises a snippet of the digital document.
19 . The system of claim 15 , wherein determining the content connection between the digital document and the first digital calendar event comprises utilizing a machine learning model to determine the content connection.
20 . The system of claim 15 , further comprising instructions that, when executed by the at least one processor, cause the system to:
provide the computing device access to the first digital calendar event within a calendar application based on receiving an indication of a user interaction with the link to the first digital calendar event; and
provide the computing device access to the digital document within a document application based on receiving an indication of a user interaction with the additional link to the digital document.