A Geodyssey – Enterprise Search Discovery, Text Mining, Machine Learning 05月23日 18:47
The Geodyssey Blog is 10 Year’s old today!
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该博客旨在为地学数据和AI提供一个免费的社区交流平台。十年间,博客内容从最初的非结构化数据处理、信息检索和自然语言处理,扩展到地质AI伦理等领域。博客致力于向包括初学者、转行者以及不同背景人士普及相关知识,提高大家对现有技术的认知。博客内容涵盖经济采矿勘探、油气勘探、地热等可再生能源、碳捕获与储存等领域,并支持联合国可持续发展目标。通过社交媒体的推广,博客获得了广泛的全球关注,多篇文章获得大量点赞和浏览。

🎉博客最初关注文档内容的技术,包括非结构化数据、搜索(IR)和NLP,并将其与实际案例和用例联系起来。后来发展到包括地质AI伦理在内的其他领域。

🌍博客的受众遍布全球,访问量排名前20的国家包括尼日利亚、巴西、哥伦比亚、马来西亚、越南、新加坡、印度、中国、日本、澳大利亚、沙特阿拉伯、美国、加拿大、英国、德国、荷兰、法国、意大利、挪威和丹麦等。

🚀博客上提供的技术和资源可以支持经济采矿勘探、石油和天然气勘探、地热等可再生能源以及碳捕获和储存,从而支持能源安全、净零排放和能源转型。同时,也支持地质灾害、地质遗产、水文地质、岩土工程和学术研究,所有这些都有助于实现联合国可持续发展目标(SDG)。

📈通过社交媒体(LinkedIn)对帖子进行支持非常有效。例如,上个月发布的3个帖子获得了超过3,000个赞和300,000次浏览,显示了全球范围内的兴趣。

On this day exactly 10 years ago, I created a free community outreach blog for geoscience data and AI. Thank you to everyone for all the encouragement and support you have given over the years.

The blog was initially focused on techniques leveraging content in documents – unstructured data, search (IR) and NLP, tying this to practical examples and use cases. This has evolved to include other areas such as geological AI ethics. I was keen on outreach, not just engaging expert practitioners in the field, but also reaching out to others less familiar with the subject. Those just starting out in their studies and careers, those transitioning to new roles, and those in different locations and backgrounds.

One thing I have learnt over the years is to never assume people know what already exists. So part of my ‘mission’ has been to raise awareness of the ‘old’ as well as presenting the ‘new’. Hopefully a useful resource for business, academics, governments, charities and non-profits.

Techniques and resources on the blog may support economic mining exploration, oil and gas exploration, renewables such as geothermal, and carbon capture and storage (supporting energy security, netzero and the energy transition; geohazards, geoheritage, hydrogeology, geotechnical engineering and academic research; all contributing to the UN Sustainable Development Goals (SDG).

In the top 20 countries for blog visitor volumes we have a variety of Global North and Global South countries:

Africa: NIGERIA
Latin America: BRAZIL and COLOMBIA
Southeast Asia: MALAYSIA, VIETNAM and SINGAPORE
South Asia: INDIA
East Asia: CHINA and JAPAN
Oceania: AUSTRALIA
Middle East: SAUDI ARABIA
North America: US and CANADA
Europe: UK, GERMANY, THE NETHERLANDS, FRANCE, ITALY, NORWAY and DENMARK.

Use of social media (LinkedIN) to support posts has been extremely effective. For example, 3 posts I made just last month had over 3,000 likes and 300,000 views, showing global reach and interest in the topic.

Most popular posts:
1. When text analytics meets geoscience
2. Machine learning on Subsurface Data
3. Applying Deep Learning to Geoscience Image Classification
4. Finding information – Why so difficult?
5. The future of geoscience: Facing an extinction level event?
6. Word embeddings and Language Models in geoscience
7. Enterprise Search satisfaction
8. Scholarly Publishing, Search & Discovery
9. First large scale empirical study of Enterprise Search
10. Unsupervised Machine Learning of Geoscience Text

There is an incredible amount of global geological and subsurface data and tools which are open and publicly available. The innovation from academia and practitioners around digital geoscience world-wide is quite extraordinary. The ‘Geodyssey’ continues!

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