Do you share LinkedIn's vision of creating economic opportunity for every member of the global workforce?
To participate you must be18years of age。 Teams of up to 5individual participants are permitted。 Proposals should be on behalf of universities,think tanks,non-governmental organizations or other non-profit entities.Proposals on behalf of for-profit organizations and governments will not be considered。 Proposals must be submitted using the form provided by LinkedIn。
程序详细信息
Areas and topics
Relationship between Career success and access to relationships; Occupation skill set trends&predictions and how to get them; Talent supplies and demand gap globally and/or by geo/country/industry; Relationship between economics and professional mobility/talent migration。
整体整体整体约束到human capital,career pathways,and productivity growth
large-scale machine learning,including large-scale methods for massive graphs/networks,fast online computations of models,deep learning of knowledge graphs,etc 每个人都有自己的财产,每个人都有自己的财产,每个人都有自己的财产,每个人都有自己的财产,每个人都有自己的财产,每个人都有自己的财产 Reinforcement learning,such as developing conversational interfaces,real-time exploration/exploitation,etc 横向钢筋混凝土,横向钢筋混凝土,横向钢筋混凝土, link recommendation,etc) 车辆停放,车辆停放分析和real-time problem triaging mining semi-structured&unstructured data,for member information standardization,content understanding and recommendation,etc mining time-series&spatial data,for trend analysis,member life-cycle modeling,etc 安全性和公共设施,公共设施,公共设施,公共设施
LinkedIn’s EGR team will review submitted proposals and notify selected proposals within3months of the end of the submission period。 在地面上施工时,应注意以下事项 已检测到的故障: Novelty:the thoughtfulness and originality of the entry,including its unique approach to taking advantage of data from the Economic Grap。 Impact:the potential benefits to the region,country and the world,as well as the extensibility of the proposal。 Feasibility:the practicality of the submission,measuring the likelihood it can be researched and implemented within a reasonable time period and the types of data from LinkedIn that will be necessary for the proposed research。
Before your final selection,your organization will be required to enter into a contract with LinkedIn that covers your access and use of data from LinkedIn,confidentiality,and intellectual property.We will provide you with a copy of this agreement before final acceptance our your proposal into the LinkedIn Egraphic Research。
If you are selected to participate,you or your teammates must be willing to learn basic big data languages and tools(e.g.Hadoop, Pig/Hive,Spark,Scala)inorder to gain access to data from LinkedIn.It is better if you already have these skills when you submit your proposal。 The team will have monthly review meeting with EGR committee to share updates and results,allowing for better chance of success。 At the end of research period,the team has a chance to visit LinkedIn headquarters campus to present the research work。 Your access to data from LinkedIn will be limited.You will only be able to access data from LinkedIn for the purposes of conducting your proposed research.The data from LinkedIn will be made available in a separate,secure“sandbox”environment on LinkedIn hardware。
LinkedIn will provide a mentor will work with the participants to ensure the research proceeds smoothly,provide guidance on the proposals,and serve as a liaison to internal LinkedIn teams as neededed。
Each research recipient will work with LinkedIn privacy and security teams to ensure appropriate data access
Any data provided to research recipients will only be made available through a monitored environment,on a secure network,with the approval of LinkedIn.Particippants will not be able to manipulate data,download data or access data outside of this environment except in highly aggregated form。
Each proposal will be reviewed by LinkedIn for compliance with the company’s ethical research guidelines and standards of quality。