Learning to Cluster Documents into Workspaces Using Large Scale Activity Logs
Weize Kong, Michael Bendersky, Marc Najork, Brandon Vargo, Mike Colagrosso
Abstract
Google Drive is widely used for managing personal and work-related documents in the cloud. To help users organize their documents in Google Drive, we develop a new feature to allow users to create a set of working files for ongoing easy access, called workspace. A workspace is a cluster of documents, but unlike a typical document cluster, it contains documents that are not only topically coherent, but are also useful in the ongoing user tasks.
Topics & Concepts
WorkspaceComputer scienceSet (abstract data type)Cloud computingWorld Wide WebFeature (linguistics)Tag cloudScale (ratio)Information retrievalCluster (spacecraft)Human–computer interactionDatabaseVisualizationData miningArtificial intelligenceOperating systemRobotQuantum mechanicsPhilosophyPhysicsLinguisticsProgramming languageWeb Data Mining and AnalysisData Quality and ManagementTopic Modeling