本文轉載自公眾號：數據智能英文刊

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各位關注DI期刊的專家學者和業界同仁：Data Intelligence第4期正式上線啦！本期共出版2篇研究性論文，5篇數據論文，1篇實踐類論文。點擊每篇文章標題下方的二維碼可直達論文全文頁面。敬請瀏覽。

01

研究性論文

1??A Knowledge Graph Based Approach to Social Science Surveys?

Authors:??Jeff Z. Pan, Elspeth Edelstein, Patrik Bansky & Adam Wyner

Citation: Pan, J.Z., et al.: A knowledge graph based approach to social science surveys. Data Intelligence 3(4), 477-506 (2021). doi: 10.1162/dint_a_00107

2?Exploring the Current Practices, Costs and Benefits of FAIR Implementation in Pharmaceutical Research and Development: A Qualitative Interview Study

Authors:?Ebtisam Alharbi, Rigina Skeva, Nick Juty, Caroline Jay & Carole Goble

Citation: Alharbi, E., et al.: Exploring the current practices, costs and benefits of FAIR implementation in pharmaceutical research and development: A qualitative interview study. Data Intelligence 3(4), 507-527 (2021). doi:10.1162/dint_a_00109

02

數據論文

1?DAMS: A Distributed Analytics Metadata Schema

Authors:?Sascha Welten, Laurenz Neumann, Yeliz Ucer Yediel, Luiz Olavo Bonino da Silva Santos, Stefan Decker & Oya Beyan

Citation: Welten, S., et al.: DAMS: A distributed analytics metadata schema. Data Intelligence 3(4), 528-547 (2021). doi: 10.1162/dint_a_00100

?2?AOL4PS: A Large-scale Data Set for Personalized Search

Authors:?Qian Guo, Wei Chen & Huaiyu Wan

Citation: Guo, Q., et al.: AOL4PS: A large-scale data set for personalized search. Data Intelligence 3(4), 548-567 (2021). doi: 10.1162/dint_a_00104

?3?Few-shot Learning for Named Entity Recognition Based on BERT and Two-level Model Fusion

Authors:?Yuan Gong, Lu Mao & Changliang Li

Citation: Gong, Y., Mao, L., Li, C.L.: Few-shot learning for named entity recognition based on BERT and two-level model fusion. Data Intelligence 3(4), 568-577(2021). doi: 10.1162/dint_a_00102

?4?Multifaceted Interactions between Urban Humans and Biodiversity-related Concepts: A Developing-country Data Set

Author:?Nguyen Minh-Hoang

Citation: Nguyen,M.-H.: Multifaceted interactions between urban humans and biodiversity-relatedconcepts: A developing-country data set. Data Intelligence 3(4), 578-605 (2021). doi: 10.1162/dint_a_00110

?5?A Multinational Data Set of Game Players' Behaviors in a Virtual World and Environmental Perceptions

Authors:?Quan-Hoang Vuong, Manh-Toan Ho, Viet-Phuong La, Tam-Tri Le, Thanh Huyen T. Nguyen & Minh-Hoang Nguyen

Citation: Vuong, Q.H.et al.: A multinational data set of game players’ behaviors in a virtual worldand environmental perceptions. Data Intelligence 3(4), 606-629 (2021). doi: 10.1162/dint_a_00111

03

實踐類論文

1?Implementation of the FAIR Data Principles for Exploratory Biomarker Data from Clinical Trials?

Authors:?Alexander Arefolov,Laura Adam, Shoshana Brown, Yelena Budovskaya, Cong Chen, Diya Das, Chen Farhy, Rebecca Ferguson, Hongmei Huang, Kimberly Kanigel, Christina Lu, Oksana Polesskaya, Tracy Staton, Rajeev Tajhya, Maryann Whitley, Jee-Yeon Wong, Xiangpei Zeng & Mark McCreary

Citation: Arefolov, A., et al.: Implementation of the FAIR data principles for exploratory biomarker data from clinical trials. Data Intelligence 3(4), 630-661 (2021). doi: 10.1162/dint_a_00106

?Data Intelligence?期刊介紹

Data Intelligence 是中國科學院文獻情報中心主辦的英文學術期刊。創刊于2019年，目前被EI、ESCI、Scopus、DOAJ、Inspec數據庫收錄。期刊以知識表示、處理與應用（本體、元數據及其標準、語義標注體系、知識圖譜等）及結構化、語義化的數據論文、語義數據驅動的智能算法、系統、平臺為刊發主體，致力于推動數據融合、數據與數據處理平臺的有效共享、倡導數據追本溯源，促進知識實時構建，并為下一代精準智能語義數據分析和應用以及深度知識服務提供創新源泉。期刊官網：https://direct.mit.edu/dint 。

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