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职业迁徙
个人简介
I am a computational social scientist and network scientist using large-scale data sets, network theory, and machine learning techniques to understand human behavior over social networks. Motivated by the intricate linkage between individuals' characteristics, actions, and their networks, my projects thus far have tackled this area from four directions:
I developed frameworks to learn hidden network connections based on individuals’ decisions.
I empirically investigated and theoretically modeled how social influence spread over networks.
I studied how to leverage influential nodes for selective network interventions.
I developed methods to incorporate network and other complex data structures for inference problems on networks, i.e., preference inference and counterfactual predictions.
I developed frameworks to learn hidden network connections based on individuals’ decisions.
I empirically investigated and theoretically modeled how social influence spread over networks.
I studied how to leverage influential nodes for selective network interventions.
I developed methods to incorporate network and other complex data structures for inference problems on networks, i.e., preference inference and counterfactual predictions.
研究兴趣
论文共 38 篇作者统计合作学者相似作者
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IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERINGno. 2 (2024): 708-714
INFORMATION SYSTEMS RESEARCH (2024)
SSRN Electronic Journal (2021)
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