3TDM 为科技期刊注入新活力? 数据与文本挖掘(Text and Data Mining,TDM))技术主要用于从结构或非结构化文本或其他类型信息中获取用户感兴趣或者对用户有用的内容。TDM涵盖多种技术,包括信息抽取、信息检索、自然语言处理和信息挖掘技术等。[11] 近几年该技术的兴起给科技期刊出版商带来了无限的发展空间,但同时也带来了争议与挑战。
事实上,发生在Hartgerink身上的事件并不是偶然和例外。很多出版商都通过类似CAPTCHA(Completely Automated Public TuringTest to TellComputers and Humans Apart,全自动区分计算机和人类的图灵测试)的技术,或者法律和合同的限制来阻止研究人员大规模下载研究资料和数据。如上述Hartgerink所在的大学即由于其图书馆与爱思唯尔签订的合同而必须遵照执行后者的决议,禁止其不得到爱思唯尔允许不可开展类似研究。但是,这些科技期刊出版巨头严格的内容使用条款让很多学者对其行为进行了抵制。研究人员认为这些出版商让人们获取知识的代价过高:学者将他们的研究论文无偿供给出版商出版,还有很多人义务为期刊做评审工作;但他们想要看自己的研究成果时,却要花大价钱买回来。这对为世界贡献研究成果的学者们来说是不公平的。[12]因此,他们主张为了科技进步在数字时代“有权利阅读就有权利挖掘”。2014年12月9—10日,包括研究人员、出版商和法律界人士在内的全球25位专家齐集海牙起草了《海牙宣言》(Hague Declaration),希望促进有关各方就数字时代如何让人们最优地获取事实、数据和思想以推动知识发现达成共识。
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