No matter how many articles are written about the critical importance of data to the functioning of a modern enterprise, it remains a fact that keeping critical data up-to-date is only a reality for a handful of well-heeled firms. The senior executives at these companies know that a small slip-up
The Crowdsourcing Week DC Summit (their first US event) was a fascinating look at the broad range of work now processed by the crowd. From citizen volunteers collecting data for scientific research to Latin American homeowners collecting ambient sound data to train intelligent assistants such as Alexa and Cortana, the
Every information service wants their content to be discovered on the Internet and billions have been made serving that need. Lately there’s been a lot of talk about the “data discovery” technology that powers services like Outbrain, Taboola, nRelate (IAC), Gravity (AOL), Disqus, Scribol, and ShareThrough. Using a combination of
In 2010, the Association for Computing Machinery (ACM) posited the three conditions that would make crowdsourcing a common, everyday process. Over the last five years crowdsourcing has matured a lot, and it seems these three conditions have now been met. These are the three requirements the authors suggested. 1. What
The Data Day Texas conference in Austin once again brought together hundreds of folks in the Texas big data community for one data-filled day. Here are the presentations that we thought were “best of show.” Lisa Green, Director of Common Crawl, discussed the challenges of capturing open data at web
Heat maps—data represented graphically with individual values represented by colors—are an increasingly popular way to quickly convey a lot of information. To demonstrate this, we at IEI recently used a set of data on private investments made in the U.S. thus far in 2013 (data courtesy of our friends at
The idea that you, as an individual person or as a company, should be able to control information about yourself on the Internet has been around since the commercialization of the Web, but it does seem to be gaining more mindshare recently. The New York Times’ small business blog recently
Crowdsourcing platforms give users a suite of tools to administer crowdsourced projects and access an on-demand pool of cloud labor. Social media sentiment analysis, image metadata appending, and data gathering tasks are routinely crowdsourced. Up-front investments are minimal. Other advantages include super-fast turnaround times and vast scalability. Currently, the primary
Large media companies are moving away from paying in-house staff to create proprietary online content and favoring two lower-cost models for content creation — user-generated content (UGC) and crowdsourcing-generated content (CGC). Since these two approaches are often confused with each other, it’s worth looking more closely at the real differences
Quality control is one of the biggest challenges facing data management firms, especially those that rely on crowdsourced resources for some or all of their production. In an effort improve worker skills and accuracy for crowdsourced projects, I conducted a study under Dr. Matt Lease at the University of Texas
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