The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jul. 30, 2024
Filed:
Jul. 29, 2022
Adobe Inc., San Jose, CA (US);
Somdeb Sarkhel, San Jose, CA (US);
Xiang Chen, San Jose, CA (US);
Viswanathan Swaminathan, Saratoga, CA (US);
Swapneel Mehta, New York, NY (US);
Saayan Mitra, San Jose, CA (US);
Ryan Rossi, Santa Clara, CA (US);
Han Guo, San Jose, CA (US);
Ali Aminian, San Jose, CA (US);
Kshitiz Garg, San Jose, CA (US);
Adobe Inc., San Jose, CA (US);
Abstract
Techniques for recommending hashtags, including trending hashtags, are disclosed. An example method includes accessing a graph. The graph includes video nodes representing videos, historical hashtag nodes representing historical hashtags, and edges indicating associations among the video nodes and the historical hashtag nodes. A trending hashtag is identified. An edge is added to the graph between a historical hashtag node representing a historical hashtag and a trending hashtag node representing the trending hashtag, based on a semantic similarity between the historical hashtag and the trending hashtag. A new video node representing a new video is added to the video nodes of the graph. A graph neural network (GNN) is applied to the graph, and the GNN predicts a new edge between the trending hashtag node and the new video node. The trending hashtag is recommended for the new video based on prediction of the new edge.