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Thank you very much my name is person Jeff Minter I'm an associate professor at Pennsylvania State University and Will be talking about giving you an overview of the work that we are doing in our group have done in the past and this is in collaboration with lots of people specifically that we've mentioned professor Lee giants who started the psychs T. rex project 10-15 years ago and Leo ar-raqqa from at least one third of you know, so this is about information extraction then and then text miner soothe motivation is that we want to behave a lot of data and when I talk about data I'm using it in a broad sense and Would ask you to those of you who is an artery used to numerical data to think little broader and talk about you know think about text because almost all the work that I'll be talking about today is has been done on the sites where X a system which maybe some of you have used it#39’s a collection of academic papers so most of the data IN×39’m talking about is basically text ok and I will give in 20 minutes I will just introduce something that we are doing in an offshoot of sites here X which we called chem X here and chem X here is digital library for chemistry and behave different types of problems that comes up in comics here, and I'll just try to motivate some of them so one of them is that we need efficient search tools to do basically searching for chemical entities chemical names chemical formula a lot of searches have this information and also some cases they want to draw the structures this is again collaboration with two or three chemistry professors at Reinstate it has been about a five-yearproject funded by the National ScienceFoundation and then right now Chemicals is funding this so the other type apart from chemical name and chemical formula the other type of pairing that they want to do is to draw chemical structures and there is a tool that they can use to the users can use to draw chemical structures that gets translated into a graph and then internally we do the search okays what we do on inside CRY is we extract a lot of the metadata author name institution value of publication and so on and so forth in chemistry a din some other sciences that×39;resupplementary data that people want to submit or need to submit in some journals that go along with the paper and in essence what we have done internally is created what we calla digital object which contains the data as well as the melody that are extracted as well as the text and linked it together so that you can move easily from one to the other one of the types of extraction that we had to do for chemistry that we're done#39’t do computer science is essentially figure sir Botha wanted to search for figures especially figures where data has been reported, so I have to tie it today to somehow otherwise they said theywouldn'’t give me lunch so figures actually have you know plots of datatwo-dimensional plots and there are some three-dimensional plots, but those VI have...
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