id author title date pages extension mime words sentences flesch summary cache txt feeds-feedburner-com-7283 The Code4Lib Journal .xml application/rss+xml 3978 180 47 Through a set of open-source tools, semi-automated workflows, and extensions to the Dataverse platform, our team has built services for curators to efficiently and effectively publish collections of qualitatively derived data. This article describes the concepts behind the approach and how it has developed into an open source, data-driven tool called CollectionBuilider-CONTENTdm. The authors outline the design decisions and principles guiding the development of CollectionBuilder, and detail how a version is used at the University of Idaho Library to collaboratively build digital collections and digital scholarship projects. The NC State University Libraries has developed a tool for querying GOBI, our print and ebook ordering vendor platform, to automate monthly collections reports. In this article we describe our first attempt at conducting a software development experiment, in which we attempted to improve our digital library's search results with metadata from cloud-based image tagging services. ./cache/feeds-feedburner-com-7283.xml ./txt/feeds-feedburner-com-7283.txt