Does Your Desk Look Like This
Extensive experiments we performed on a real-world dataset demonstrate that the defined features are effective to determine relevant target researchers. The proposed method generates more accurate recommendations for relevant researchers when compared to a Baseline method. Common Author Relations, Collaborative Filtering, Random Walk, Article Recommendation, Citation Recommendation. With the rapid emergence of big scholarly data, tremendous growth of knowledge is now largely captured in digital form and archived all over the world. Archival materials are also currently being digitized. Provided online to people for free or by paying a fee. Such situation creates the commonly known information overload problem especially in academia while bringing a significant advantage that allows people to easily access more knowledge. For example, a researcher in academia needs to find articles of interest to read for generating a research idea or citing an article related to the article he is writi...