System and method for news events detection and visualization
Systems and methods are disclosed for news events detection and visualization. In accordance with one implementation, a method is provided for news events detection and visualization. The method includes, for example, obtaining one or more documents, the one or more documents being grouped into one or more clusters having a score, and the one or more clusters being grouped into one or more megaclusters, presenting information associated with the one or more documents on one or more timelines, wherein the one or more documents are grouped into different megaclusters being presented in a visually distinct way, and filtering the presented information based on the scores associated with the one or more clusters.
1. An electronic device comprising:
one or more computer-readable storage media configured to store instructions; and
one or more processors configured to execute the instructions to cause the electronic device to:
obtain a plurality of documents, wherein the documents of the plurality of documents are grouped into a plurality of clusters, and wherein the plurality of clusters are grouped into a plurality of megaclusters;
simultaneously present information associated with the plurality of megaclusters as a plurality of storylines on a single timeline, wherein each of the plurality of storylines represents a different one of the plurality of megaclusters, and wherein the storylines visually indicate changes in volumes over time of the plurality of documents grouped into each of the different megaclusters; and
in response to receiving a selection of a first storyline of the plurality of storylines, present visual indications of one or more clusters of a first megacluster represented by the first storyline,
wherein the one or more clusters are associated with respective scores, and wherein the visual indications are sized according to respective scores associated with the one or more clusters of the first megacluster.
2. The electronic device of claim 1 , wherein the visual indications are spatially positioned relative to the timeline based at least in part on dates associated with documents grouped into the one or more clusters of the first megacluster.
3. The electronic device of claim 1 , wherein the visual indications are sized according to volumes of documents grouped into the one or more clusters of the first megacluster.
4. The electronic device of claim 1 , wherein the clusters are associated with respective scores, and wherein the one or more processors are further configured to execute the instructions to cause the electronic device to:
filter the presented information based on the scores associated with the clusters.
5. The electronic device of claim 1 , wherein the one or more processors are further configured to execute the instructions to cause the electronic device to:
based on a selection of a visual indication of a first cluster, present information associated with the one or more documents grouped into the first cluster.
6. The electronic device of claim 5 , wherein the one or more processors are further configured to execute the instructions to cause the electronic device to:
based on a selection of a first document, present contents of the first document on a display.
7. The electronic device of claim 1 , wherein the one or more processors are further configured to execute the instructions to cause the electronic device to:
obtain one or more user inputs;
determine, based on the user inputs, an entity and a date range; and
filter the presented information based on the entity and the date range.
8. The electronic device of claim 7 , wherein the one or more processors are further configured to execute the instructions to cause the electronic device to:
obtain a new user input;
determine, based on the new user input, an updated entity or an updated date range; and
update the presented information based on the updated entity or the updated date range.
9. A method performed by one or more processors, the method comprising:
obtaining a plurality of documents, wherein the documents of the plurality of documents are grouped into a plurality of clusters, and wherein the plurality of clusters are grouped into a plurality of megaclusters;
simultaneously presenting information associated with the plurality of megaclusters as a plurality of storylines on a single timeline, wherein each of the plurality of storylines represents a different one of the plurality of megaclusters, and wherein the storylines visually indicate changes in volumes over time of the plurality of documents grouped into each of the different megaclusters; and
in response to receiving a selection of a first storyline of the plurality of storylines, presenting visual indications of one or more clusters of a first megacluster represented by the first storyline,
wherein the one or more clusters are associated with respective scores, and wherein the visual indications are sized according to respective scores associated with the one or more clusters of the first megacluster.
10. The method of claim 9 , wherein the visual indications are spatially positioned relative to the timeline based at least in part on dates associated with documents grouped into the one or more clusters of the first megacluster.
11. The method of claim 9 , wherein the visual indications are sized according to volumes of documents grouped into the clusters of the first megacluster.
12. The method of claim 9 , wherein the clusters are associated with respective scores, and wherein the method further comprises:
filtering the presented information based on the scores associated with the clusters.
13. The method of claim 9 further comprising:
based on a selection of a visual indication of a first cluster, presenting information associated with the one or more documents grouped into the first cluster.
14. The method of claim 13 further comprising:
based on a selection of a first document, presenting contents of the first document on a display.
15. The method of claim 9 further comprising:
obtaining one or more user inputs;
determining, based on the user inputs, an entity and a date range; and
filtering the presented information based on the entity and the date range.
16. The method of claim 15 further comprising:
obtaining a new user input;
determining, based on the new user input, an updated entity or an updated date range; and
updating the presented information based on the updated entity or the updated date range.