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职业迁徙
个人简介
My research theme is ‘algorithms for evidence based decision & policy making’. The key challenge is to make sense of large amounts of often unstructured data. This research area combines aspects from human machine interaction, design of algorithms, signal processing, semantic representations, reasoning, learning and abstraction.
I have worked in several domains: natural language and speech interfaces, dialogue systems, information retrieval in several domains and modalities. In particular I developed some extensions of generative probabilistic models for IR for particular tasks, taking advantage of prior knowledge about the task structure. I also have a keen interest in multimedia information retrieval, another example of unstructured data. More recently I have become interested in topics related to data science. I have been PI of a large project focused on the use of sensor data such as quantified self data as a means for self management for health. Typical challenges here are the interpretation of heterogeneous sensor data, privacy preserving data analysis, causal inference, personalization and designing studies for effectiveness measurement.
I have worked in several domains: natural language and speech interfaces, dialogue systems, information retrieval in several domains and modalities. In particular I developed some extensions of generative probabilistic models for IR for particular tasks, taking advantage of prior knowledge about the task structure. I also have a keen interest in multimedia information retrieval, another example of unstructured data. More recently I have become interested in topics related to data science. I have been PI of a large project focused on the use of sensor data such as quantified self data as a means for self management for health. Typical challenges here are the interpretation of heterogeneous sensor data, privacy preserving data analysis, causal inference, personalization and designing studies for effectiveness measurement.
研究兴趣
论文共 301 篇作者统计合作学者相似作者
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arXiv (Cornell University)no. 5 (2023): 115:1-115:32
Movement Disordersno. 10 (2023): 1795-1805
POLICY AND INTERNETno. 1 (2023): 55-77
Ahnjili Zhuparris,Ghobad Maleki, Liesbeth van Londen,Ingrid Koopmans, Vincent Aalten,Iris E. Yocarini,Vasileios Exadaktylos,Albert van Hemert,Adam Cohen,Pim Gal,Robert-Jan Doll,Geert Jan Groeneveld,Gabriël Jacobs,Wessel Kraaij
arXiv (Cornell University) (2023)
Research Square (Research Square) (2023)
ACM Transactions on Information Systems (2023)
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作者统计
#Papers: 301
#Citation: 14871
H-Index: 44
G-Index: 114
Sociability: 6
Diversity: 1
Activity: 1
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