Social static ranking for search
View Patent ↗In one embodiment, one or more computing devices assign each of a plurality of nodes of a graph of a social-networking system to one of a plurality of search indices. Each search index corresponds to a node type, and each node assigned to a search index is of the node type that the search index corresponds to. For each search index, the one or more computing devices determine a value for each node assigned to the search index based at least in part on edges connected to the node in the graph and rank the nodes assigned to the search index based at least in part on their values. The one or more computing devices provide the search indices for storage to facilitate responding to queries encompassing objects represented by the nodes assigned to the search indices.
1. A method comprising, by one or more computing devices:
assigning each of a plurality of nodes of a graph of a social-networking system to one of a plurality of search indices, each search index corresponding to a node type, each node assigned to a search index comprising the node type that the search index corresponds to;
for each search index:
determining a value for each node assigned to the search index, wherein the value is calculated based at least in part on one or more factors, wherein the factors comprise a number of edges of a particular edge type that are connected to the node in the graph or attributes of edges connected to the node in the graph, and wherein the value comprises a combination of sub-values, each sub-value being calculated for one of a plurality of edge types connected to the node; and
ranking the nodes assigned to the search index based at least in part on their values; and
providing the search indices for storage to facilitate responding to queries encompassing objects represented by the nodes assigned to the search indices.
2. The method of claim 1 , wherein one or more of the nodes of the graph are external to the social-networking system in one more third-party systems.
3. The method of claim 1 , wherein:
the values for nodes assigned to a search index are determined according to pre-determined ranking criteria for the search index; and
different search indices have different ranking criteria.
4. The method of claim 1 , wherein:
a first node type comprises users;
a second node type comprises places/pages;
a third node type comprises groups;
a fourth node type comprises posts;
a fifth node type comprises images/videos;
a sixth node type comprises applications; and
a seventh node type comprises events.
5. The method of claim 1 , wherein calculating separate sub-values comprises, for each of the plurality of edge types connected to the node:
determining a number of edges of the edge type connected to the node; and
multiplying the number by a weight corresponding to the edge type.
6. The method of claim 1 , wherein the search indices are stored within the social-networking system.
7. One or more computer-readable non-transitory storage media in one or more computing systems, the media embodying logic that is operable when executed to:
assign each of a plurality of nodes of a graph of a social-networking system to one of a plurality of search indices, each search index corresponding to a node type, each node assigned to a search index comprising the node type that the search index corresponds to;
for each search index:
determine a value for each node assigned to the search index, wherein the value is calculated based at least in part on one or more factors, wherein the factors comprise a number of edges of a particular edge type that are connected to the node in the graph or attributes of edges connected to the node in the graph, and wherein the value comprises a combination of sub-values, each sub-value being calculated for one of a plurality of edge types connected to the node; and
rank the nodes assigned to the search index based at least in part on their values; and
provide the search indices for storage to facilitate responding to queries encompassing objects represented by the nodes assigned to the search indices.
8. The media of claim 7 , wherein one or more of the nodes of the graph are external to the social-networking system in one more third-party systems.
9. The media of claim 7 , wherein:
the values for nodes assigned to a search index are determined according to pre-determined ranking criteria for the search index; and
different search indices have different ranking criteria.
10. The media of claim 7 , wherein:
a first node type comprises users;
a second node type comprises places/pages;
a third node type comprises groups;
a fourth node type comprises posts;
a fifth node type comprises images/videos;
a sixth node type comprises applications; and
a seventh node type comprises events.
11. The media of claim 7 , wherein calculating separate sub-values comprises, for each of the plurality of edge types connected to the node:
determining a number of edges of the edge type connected to the node; and multiplying the number by a weight corresponding to the edge type.
12. The media of claim 7 , wherein the search indices are stored within the social-networking system.
13. A first computing system comprising:
a memory comprising instructions executable by one or more processors; and
the one or more processors coupled to the memory and operable to execute the instructions, the one or more processors being operable when executing the instructions to:
assign each of a plurality of nodes of a graph of a social-networking system to one of a plurality of search indices, each search index corresponding to a node type, each node assigned to a search index comprising the node type that the search index corresponds to;
for each search index:
determine a value for each node assigned to the search index, wherein the value is calculated based at least in part on one or more factors, wherein the factors comprise a number of edges of a particular edge type that are connected to the node in the graph or attributes of edges connected to the node in the graph, and wherein the value comprises a combination of sub-values, each sub-value being calculated for one of a plurality of edge types connected to the node; and
rank the nodes assigned to the search index based at least in part on their values; and
provide the search indices for storage to facilitate responding to queries encompassing objects represented by the nodes assigned to the search indices.
14. The system of claim 13 , wherein one or more of the nodes of the graph are external to the social-networking system in one more third-party systems.
15. The system of claim 13 , wherein:
the values for nodes assigned to a search index are determined according to pre-determined ranking criteria for the search index; and
different search indices have different ranking criteria.
16. The system of claim 13 , wherein:
a first node type comprises users;
a second node type comprises places/pages;
a third node type comprises groups;
a fourth node type comprises posts;
a fifth node type comprises images/videos;
a sixth node type comprises applications; and
a seventh node type comprises events.
17. The system of claim 13 , wherein calculating separate sub-values comprises, for each of the plurality of edge types connected to the node:
determining a number of edges of the edge type connected to the node; and
multiplying the number by a weight corresponding to the edge type.