Graphs

LastFM Asia

Introduced in Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models2020

About this Dataset

A social network of LastFM users which was collected from the public API in March 2020. Nodes are LastFM users from Asian countries and edges are mutual follower relationships between them. The vertex features are extracted based on the artists liked by the users. The task related to the graph is multinomial node classification - one has to predict the location of users. This target feature was derived from the country field for each user.

Source: Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models

Dataset Variants

LastFM Asia

Papers1

Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models

FEATHER, a computationally efficient algorithm to calculate a specific variant of characteristic functions defined on graph vertices where the probability weights of the characteristic function are defined as the transition probabilities of random walks is introduced.

Tasks

EDIT

Graph Embedding Graph Sampling

Similar Datasets

DBpedia

Citeseer

Cora

Statistics

Papers

1

Tasks

32

Introduced

2020

License

GNU

Modalities

Graphs