Looking to extract evidence for petroleum systems, metals & minerals, heat flow, fluid flow or aquifers & seals in reports or semi-structured databases? Or chronostratigraphy, lithostratigraphy, tectonics, depositional environment and lithology? The patented algorithms from Infoscience Technologies may give your organisation a fast start.. contact@infosciencetechnologies.com
Using machine learning to detect mentions of drilling and operational problems in text.
Using machine learning to detect mentions of drilling and operational problems in text. Over 5,000 public domain sentences have been labelled to train a predictive machine learning model to detect wellbore drilling and operational ‘problems’ (including reservoir and production) in documents, reports and logs. This can support alerts & monitoring, health & safety, search &... Continue Reading →
Digital Transformation of Mining
Excited to start the Curtin University course 'Digital Transformation in Mining' today in my spare time. https://news.curtin.edu.au/media-releases/curtin-and-uq-collaborate-with-industry-on-new-online-mining-course/ https://www.edx.org/course/digital-transformation-of-mining
Text mining for Geo-resources
Discover new insights in geoscience documents, using patterns in unstructured text to detect petroleum, mineral, hydro, geothermal and hydrogen exploration opportunities. First-of-a-kind OpportunityFinderⓇ and GeoClassifierⓇ algorithms are now integrated. Teaching machines about geoscience. Apply to deep archives, documents on your shared drive, or in Microsoft Sharepoint or Document Management Systems. Apply to external geoscience subscription reports and... Continue Reading →
MSc Lecture Business Analytics
Enjoyed giving the lecture on search & text analytics to over 40 MSc Business Analytics students at RGU today. Great questions and a knowledgeable and enthusiastic audience. Thanks to Dr Ebuka Ibeke for a warm welcome as usual! More on the MSc course here: https://www.rgu.ac.uk/study/courses/1177-pgcert-pgdip-msc-business-analytics
Search Industry Awards
Honoured to be reviewing for the British Computer Society Search Industry Awards next month. https://www.bcs.org/membership/member-communities/information-retrieval-specialist-group/
Subsurface Insights and Natural Language Processing (NLP) in the Geosciences
Delighted to guest author an article on Natural Language Processing (NLP) in the Geosciences for Halliburton’s September Issue of Subsurface Insights. This month's issue is a minerals special. To access the article you can sign up free to Halliburton's magazine: https://geoweb.neftex.com/account/accessrequest Infoscience Technologies website is: http://www.infosciencetechnologies.com
Underlying assumptions for enterprise search & discovery
When deploying a search engine in an organisation, it can be useful to think deeply about the underlying assumptions being made. These can help inform strategies. Arguably, some organisations may deploy reductionist technology focused strategies without perhaps thinking about all the assumptions they are making. CLEVERLEY, P.H. and BURNETT, S. 2019. Enterprise search and discovery... Continue Reading →
Beeswarm chart of lithologies from text using Natural Language Processing
As well as detecting Geo-resources in unstructured text reports, papers and logs, OpportunityFinder can detect and disambiguate all kinds of geological concepts. High level lithology groupings in the Williston Basin are shown above in the Beeswarm chart. contact@infosciencetechnologies.com
Sentiment Analysis Geoscience in the news.
Sentiment analysis of the last ten years of Guardian news articles mentioning geoscience. Geoscience is often mentioned in context to natural geohazards. However, there might be a trend towards increasing negative sentiment over time that may warrant further exploration. #geosciences #naturallanguageprocessing #oilandgas #mining #hydrogeology #geohazards