Crawling Across the Web of Chemistry Using ChemSpider
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The document discusses ChemSpider, a community-driven platform for chemists that aggregates over 23 million chemical compounds and connects various data sources for advanced searching and curation. It emphasizes the importance of crowd-sourcing in correcting data errors and enhancing chemical information accessibility through digital object identifiers and semantic linking. Future goals include comprehensive integration with research publishing workflows and expanding community engagement to optimize data and resources available for chemists.
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Crawling Across the Web of Chemistry Using ChemSpider
- 1. Crawling Across the Web of Chemistry Using ChemSpider
- 2. Citizen Scientists Enable the Web Who is writing about chemical compounds on Wikipedia? Who is writing critical reviews of Chemistry online? Who is blogging about chemistry on the web?
- 4. Org Prep Daily (Blog)
- 5. Molbank (Open Access Journal)
- 9. Chemistry online – An Overview Encyclopedic articles (Wikipedia) Chemical vendor databases Metabolic pathway databases Property databases Chemical Synthesis procedures Scientific publications Chemical vendors Blogs Wikis Open Notebook Science
- 10. What and who do you trust?
- 12. What is ChemSpider? ChemSpider is: Building a Structure Centric Community for Chemists >23 million compounds, ca. 250 data sources A deposition and curation platform A publishing platform for the community Grows daily – more depositions, more links, more data sources
- 18. Linked across the internet
- 19. Link off a structure in ChemSpider Chemical suppliers Other publications Analytical Data Related Reactions Wikipedia Patents “ Everything”
- 20. Linked to Millions of Articles
- 21. Answering Questions for Chemists Questions a chemist might ask… What is the melting point of n-butanol? What is the chemical structure of Xanax? Chemically, what is phenolphthalein? What are the stereocenters of cholesterol? Where can I find publications about xylene? What are the different trade names for Ketoconazole? What is the NMR spectrum of Aspirin? What are the safety handling issues for Thymol Blue?
- 22. What is the structure of Flibanserin?
- 23. What is the structure of Flibanserin?
- 24. Complex Data and Information
- 25. Various Searches Structure searching Substructure searching Subset searching – choose from 200 data sources Property searching Searches are used in various ways by different types of chemists…
- 29. Vancomycin Who will curate? PubChem is not resourced to clean these errors How would you clean such a large dataset?
- 30. Vancomycin on ChemSpider 1 compound – discussions over 3 days
- 31. The EXPERTS must get it right?!
- 32. Wikipedia, C&E News, PubChem C&E News (from ACS)
- 33. “ Lathosterol”
- 34. “ Lathosterol”
- 35. “ Lathosterol”
- 38. “ Lathosterol” on PubChem
- 39. Crowd-sourcing Chemistry Curation Crowd-sourced curation: identify/tag errors, edit names, synonyms, identify records to deprecate
- 41. Become a Data Source
- 44. Links to Data or Deposit Data
- 45. Your Blog Posted Online?
- 46. Upload Spectral Data, OPEN Data?
- 47. Data as DOIs Primary Data for Chemistry Available for the First Time … Thieme is the first publisher to make primary chemistry data accessible worldwide Analytical data, from various experiments, is the foundation of research work and scientific papers From now on, primary data will be registered and made available online using digital object recognition in the form of Digital Object Identifiers (DOI)
- 48. Linking Data By DOI
- 49. Semantic Mark-up for Chemistry Semantic mark-up for chemistry is here RSC project prospect (structure linking, IUPAC Gold Book ontology and other ontologies). Based on the OSCAR system ChemSpider Journal of Chemistry Nature publishing group compound linking
- 50. ChemSpider and Publishing Curation led to a set of validated dictionaries Integrated entity extraction with validated name dictionaries Additional dictionaries gave reactions, groups, families, hardware and software vendors etc
- 54. Species – linked to Wikipedia
- 55. Semantic Linking of Structures What would you want to link off a structure? Chemical suppliers Other publications Analytical Data Related Reactions Wikipedia Patents “ Everything”
- 57. In Development ChemSpider Synthesis ChemSpider Synthesis will be a home for all things “synthetic” An online resource for synthetic procedures from blogs, other online resources, RSC supplementary info, other publishers etc. Public peer-review and feedback for synthetic procedures
- 59. Online Journals and Live Data
- 60. ChemSpider Everywhere : Embed
- 61. ChemSpider Everywhere: Spectral Game
- 62. ChemSpider Everywhere Crowdsourced Curation of Spectra
- 63. ChemSpider Everywhere ChemMobi Building a Structure Centric Community for Chemists
- 65. ChemSpider Everywhere Linked from Wikipedia Linked from Open Notebook Science sites Linked from Blogs using Structure/Spectra Integrated into structure drawing packages such as ACD/ChemSketch, Symyx Draw, Open Source applets
- 67. Where is ChemSpider Lacking? ChemSpider is limited to “defined chemicals”. No support for: Polymers Minerals Markush structures ChemSpider is very dependent on InChIs Stereochemistry around non-carbon centers Organometallics are not correctly represented There are millions of errors on ChemSpider
- 68. What’s next? Keep cleaning and depositing data Enable discovery via the semantic web (RDF) Integrate software: Symyx Jdraw, NMRShiftDB Integrate RSC content – a massive archive! Integrate RSC publishing workflows and databases
- 69. Continue Building Community for Chemistry Building a Public ADME/Tox database Delivering ChemSpider Synthetic Pages Delivering ChemSpider Analytical Data Delivering ChemSpider Education Project Focus
- 70. People Make Change Happen You are invited.. Curate ChemSpider data and link to us Deposit your data with us Structures Spectra Synthesis procedures ChemSpider Synthesis is under development
- 71. People Make Change Happen ChemSpider was a “hobby project” Housed in a basement and running off three servers – one bought, two built Sensitive to weather and power stability Went live at ACS Spring 2007 in Chicago ca. 6000 visitors a day, >50,000 transactions daily
- 73. There is a Downside…
- 74. There is a Downside…
- 75. Thank you [email_address] Twitter: ChemSpiderman www.chemspider.com/blog SLIDES: www.slideshare.net/AntonyWilliams