  Collaborator recommendation is an important task in academic domain. Most of
the existing approaches have the assumption that the recommendation system only
need to recommend a specific researcher for the task. However, academic
successes can be owed to productive collaboration of a whole academic team. In
this work, we propose a new task: academic team worker recommendation: with a
given status: student, assistant professor or prime professor, research
interests and specific task, we can recommend an academic team formed as (prime
professor, assistant professor, student). For this task, we propose a model
CQBG-R(Citation-Query Blended Graph-Ranking). The key ideas is to combine the
context of the query and the papers with the graph topology to form a new
graph(CQBG), which can target at the research interests and the specific
research task for this time. The experiment results show the effectiveness of
the proposed method.
