Delighted to present at the Society for Professional Data Managers (SPDM) mid year event next week which is on the theme “Data Management in an AI World - Becoming Obsolete or Increasingly Vital?”. The abstract is titled “Unstructured Data Management and Artificial Intelligence: Two sides of the Same Coin?”. Abstract Data may be seen as... Continue Reading →

Selection of visualisations of the reference knowledge representations used by Infoscience Technologies GeoClassifier(R) to automatically classify documents. #knowledgegraph #taxonomy #ontology More: http://www.infosciencetechnologies.com

Petronas and Infoscience Technologies at the Petronas Digital Days Conference in Kuala Lumpur May 29th-May 30th 2023. Petronas demonstrated their work using Infoscience's Natural Language Processing (NLP) algorithms on their company documentation to improve search and data discovery, reduce risk and identify new business opportunities using insights. #digitalinnovation #machinelearning #artificialintelligence #taxonomy #unstructureddata #naturallanguageprocessing #datamanagement #informationmanagement... Continue Reading →

I've been experimenting to see how well Generative Artificial Intelligence (AI) can do 'joins' across data records for data management and search queries. Take this example. A prompt providing Gamma Ray well log data by Depth and API value, followed by Geological Formation well pick intervals. I then asked the question "What formations have average... Continue Reading →

I’ve been experimenting with 500,000 corporate emails and natural language processing for social network analysis. Using graph algorithms we can infer information behaviour identifying clusters of ‘important’ people in a network based on incoming emails. This type of ‘importance’ might be hidden and not relate to formal roles and organisational hierarchy. These can be further... Continue Reading →

When I was asked to write this paper last year, ChatGPT had not even been launched! Time moves fast in NLP. Nevertheless for geoscientists and petroleum engineers the uses cases and techniques are all valid and language models are included. A direct link to the paper is below. #oilandgas #mining #geothermal #artificialintelligence #taxonomy #naturallanguageprocessing paul-cleverley-society-of-petroleum-engineers-nlp-data-science-article-to-be-published-mid-november-2022-1.pdf

Applying Generative AI (ChatGPT) to subsurface and wells content. I’ve been applying OpenAI’s ChatGPT to the graph data structures produced by the OpportunityFinder(R) and GeoClassifier(R) NLP algorithms after they have processed unstructured data (reports, presentations, literature etc) at a sentence level. This technique called prompt engineering, allows you to apply Large Language Model structure but... Continue Reading →

Looking forward to this on Wednesday. https://www.spe.org/en/events/live-events/ A link to the NLP paper can be found in SPE DSEATS Dec 2022 Issue: https://www.linkedin.com/posts/spe-data-science-and-engineering-analytics-dsea-technical-section_spe-dseats-newsletter-dec-2022-activity-7004244956944949248-jRoD?utm_source=share&utm_medium=member_ios #artificialintelligence #subsurface #wells #drilling #naturallanguageprocessing #geoscience #petroleumengineering #mining #oilandgas #geothermal #carboncapture #hydrogen

Pleased to announce Infoscience Technologies Ltd has received the King’s Award for Enterprise Innovation. The award was conferred today by His Majesty King Charles III to Infoscience Technologies for outstanding achievement in innovation after recommendation by the Prime Minister. The award is the most prestigious for a UK business. Infoscience Technologies’ patented Artificial Intelligence algorithms... Continue Reading →

I am on the technical committee for the upcoming EAGE workshop on data science in Kuala Lumpur later this year. The call for abstracts has opened, details below: This workshop will discuss the foundations of Data Science and successfully integrating these techniques into critical exploration pipelines and focus on two levels: •As a workshop to... Continue Reading →