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David Walsh, Grail Entropix
What can we learn from our past, that equips us for the future? 
This talk describes lessons learned from a 30 year career in Chemical Information Science, key influences and motivations, and signposts to the future that we may expect. It describes how work has changed from implicit knowledge of where to find information in books, through Data stores, to the internet, and possibly beyond. It references the rise and fall of the UK Pharmaceutical Industry as a place to work, in line with changes to the provision of information to scientists. The nature of work is described in relation to the 2nd law of thermodynamics, and hopefully provides hope for the future of chemical information in the next generation.
Career Influences
My Family 
1895 Born Cork City 1913 Joined the Irish Volunteer Force 1914 Joined the British Army 1917 Survived Paschendaele 1917 Joined British Royal Navy Dover Patrol 1918-1920 Worked in Zeebrugge, Belgium 1920-1940 Survived the Depression with legal and not so legal jobs 
1940- Bombed out of Dover, worked in a paper mill
My Grandfather 
Demonstrated : 
International approach 
Pragmatism 
Instinct for survival 
“Fighting Irishman” 
Hard work 
Multiple skills 
Found opportunities in the complex history of 20th Century
My Previous Lives 
First job archaeologist aged 11 (£0.5/day) 
Newcastle University BSc Biochemistry (1974-1977) 
(Worked in a paper mill like my father and grandfather) 
Essex County Libraries (1977-1978) 
City University London MSc Information Science (1978-1979) 
Wellcome Foundation, Dartford (1979-1987) (Now Rubble) 
Royal Society of Chemistry, Nottingham (Closed) 
Royal Society of Chemistry, Cambridge 
University of Manchester MSc Bioinformatics (1993-1994) 
Proteus Molecular Design (1994-1996) (Now an Audi Dealership) 
Glaxo Wellcome Stevenage (now GSK) 
Chiroscience (became UCB, Granta Park, now Pfizer Neusentis) 
Merck Sharp & Dohme, Harlow, (Awaiting demolition) 
Pfizer, Sandwich, 2000-2011 (Some buildings demolished) 
Grail Entropix, Deal, 2011- (working from home, no threat of demolition, yet!)
New Scientist Magazine 29th April 1976 
Wow! You can make a living out of this!
Wellcome Dartford, 1906-2010 
My first job 1979-1987 
Where the UK Pharmaceutical Industry 
Becomes Urban Exploration
Royal Society of Chemistry 
University of Nottingham 
Science Park Cambridge 
Burlington House, London 
Chemical Abstracts Service 
CAS-Online 
STN
Proteus Molecular Design 
A revolutionary Computer aided chemical and biomolecular design biotech company 
Computer aided molecular design 
Bioinformatics 
Protein structure 
Now, an Audi dealership
Merck, Harlow 
In the process of being converted to a housing estate
Pfizer, Sandwich 2000-2011 
“Inside these empty halls, there are ghosts!”
PFE v AZN 
No comment!
Grail Entropix 
We try to convert Randomness to order 
We impose order from chaos 
We are human machines (Jacques Monod) 
We are entropically driven 
Information, is particularly, subject to entropy 
Without energy (= Hard Graft), these transformations cannot take place 
“Thermodynamics is a funny subject. The first time you go through it, you don't understand it at all. The second time you go through it, you think you understand it, except for one or two small points. The third time you go through it, you know you don't understand it, but by that time you are so used to it, it doesn't bother you any more”. 
A Semantic Mediawiki company covering Pharmaceutical patents
Grail Entropix & Semantic Mediawiki 
Conversion of XML
Lessons Learnt. 
Education is a lifelong component of a career 
Few have the luxury of a job for life 
Several of these companies no longer exist, physically or as businesses. 
The world changes, radically, so you have to change with it 
All experience is valuable 
All experience is enjoyable (but perhaps, not at the time!)
Libraries – The Library of Babel 
Jorge Luis Borges: A description of an infinity of combinations of words in books in an almost infinite number of rooms in a physical place, that some call the library 
Where number of books is 1.956 x 101834097 
To Infinity & Beyond!
Rosetta Stone 
Champollion: 
Conversion of Greek to Egyptian Coptic allows understanding of the pictorial language of Hieroglyphics 
This metaphor also allows conversion of chemical nomenclature through notations, (WLN, Inchi etc) to the pictorial language of chemistry 
Demotic 
Coptic 
English 
Hieroglyphics 
Smiles, 
InChi’s 
Chemical Structure 
IUPAC
DNA 
A molecule designed to store, transfer and convert information 
Remarkably faithful and energy efficient, but, eventually, prone to failure
Markush 
Many Markush definition described in patents and elsewhere, can describe and almost infinity of distinct chemical substances. 
Work on Markush enumeration from Chemaxon, has regularly identified 1046 molecules – more than the number of atoms in the universe.
How we used to work 
Books, Monographs 
Abstract Journals 
Data Dynamics teletype
Tips for searchers 
Part seen, imagined part 
Describe confidenently what you know 
Leave out what you cannot describe confidently
Tips for searchers 
Vulcan mind meld 
Imagine yourself in the mindset of the organiser of information
Tips for Searchers 
“Words don’t describe my meaning, Notes cannot spell out the score, Finding not keeping’s the best thing” Brian Ferry, Roxy Music, 2HB 
Synonyms & spelling errors 
Words really don’t describe meaning very well
Gamekeepers and Poachers 
Information is owned, according to intellectual property law, or that ownership is transferred for the common good. 
Whereas the opportunities may not be good for poachers, Gamekeepers still thrive, and the landowners do as they always have done, make money.
How we now work 
Semantic Mediawiki 
MySql, Sparql, PHP, Python, Triple stores 
Name to structure 
Ontology 
Markush (touching Infinity) 
Text mining 
Big Data 
Free data and Curated data; marrying unlike platforms 
Creating Structured data from multiple data sources. 
How we will work will become part of another undefined paradigm
Fee and Free 
Gathering, Analysing, Storing and distributing information is entropically driven. 
We expect to be able to derive payment for this work 
We trade experience and effort for money 
What if all information is available, free on the internet? 
Somebody is paying for the conversion of data into information into knowledge 
If information is free, do we have any redress against poor quality or omissions?
Lessons Learnt 
Despite a period of managing, anticipating or resisting change, Web based tools and services are the only realistic option for Information retrieval (at the moment). 
Increasingly, there is a requirement for structured, semantic data sets 
Everyone is an information scientist, except, perhaps, those that were information scientists? 
What are the USP’s for our profession? 
Why should we exist?
USP’s 
What we may take for granted, may be the keys to our utility 
Our core skills are often unknown to us 
We may find that we are good at seeking, assimilating, transforming data or information. 
We translate information between languages and meta languages. 
We create order out of chaos 
We bring to our work, our collected experience and skill sets 
Networking 
Discernment 
Inference 
International Outlook 
Some of us may be good at computing.
Future Proofing 
Cheminformatics 
Bioinformatics 
Open Source, new computing languages, Wiki 
Visualisation 
Big Data 
Marketing, Sales 
Consultancy 
Networking 
Collaboration and Community 
Languages 
“The singularity”
For the future 
A widely adopted common data format for chemical information exchange 
More work on Markush, please! 
Structured data exchange for merging chemical data, eliminating duplication, and identifying novelty, 
Benchmarking quality for internet data sources.
The Singularity 
Self assembling information 
The activation energy for this is reducing 
Entropically driven 
Fear it, Follow it
Seek Beauty in all things
May all your data be structured! 
Thanks for listening – It’s been emotional - David Walsh

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ICIC 2014 What Can We Learn from Our Past, that Equips Us for the Future?

  • 2. What can we learn from our past, that equips us for the future? This talk describes lessons learned from a 30 year career in Chemical Information Science, key influences and motivations, and signposts to the future that we may expect. It describes how work has changed from implicit knowledge of where to find information in books, through Data stores, to the internet, and possibly beyond. It references the rise and fall of the UK Pharmaceutical Industry as a place to work, in line with changes to the provision of information to scientists. The nature of work is described in relation to the 2nd law of thermodynamics, and hopefully provides hope for the future of chemical information in the next generation.
  • 4. My Family 1895 Born Cork City 1913 Joined the Irish Volunteer Force 1914 Joined the British Army 1917 Survived Paschendaele 1917 Joined British Royal Navy Dover Patrol 1918-1920 Worked in Zeebrugge, Belgium 1920-1940 Survived the Depression with legal and not so legal jobs 1940- Bombed out of Dover, worked in a paper mill
  • 5. My Grandfather Demonstrated : International approach Pragmatism Instinct for survival “Fighting Irishman” Hard work Multiple skills Found opportunities in the complex history of 20th Century
  • 6. My Previous Lives First job archaeologist aged 11 (£0.5/day) Newcastle University BSc Biochemistry (1974-1977) (Worked in a paper mill like my father and grandfather) Essex County Libraries (1977-1978) City University London MSc Information Science (1978-1979) Wellcome Foundation, Dartford (1979-1987) (Now Rubble) Royal Society of Chemistry, Nottingham (Closed) Royal Society of Chemistry, Cambridge University of Manchester MSc Bioinformatics (1993-1994) Proteus Molecular Design (1994-1996) (Now an Audi Dealership) Glaxo Wellcome Stevenage (now GSK) Chiroscience (became UCB, Granta Park, now Pfizer Neusentis) Merck Sharp & Dohme, Harlow, (Awaiting demolition) Pfizer, Sandwich, 2000-2011 (Some buildings demolished) Grail Entropix, Deal, 2011- (working from home, no threat of demolition, yet!)
  • 7. New Scientist Magazine 29th April 1976 Wow! You can make a living out of this!
  • 8. Wellcome Dartford, 1906-2010 My first job 1979-1987 Where the UK Pharmaceutical Industry Becomes Urban Exploration
  • 9. Royal Society of Chemistry University of Nottingham Science Park Cambridge Burlington House, London Chemical Abstracts Service CAS-Online STN
  • 10. Proteus Molecular Design A revolutionary Computer aided chemical and biomolecular design biotech company Computer aided molecular design Bioinformatics Protein structure Now, an Audi dealership
  • 11. Merck, Harlow In the process of being converted to a housing estate
  • 12. Pfizer, Sandwich 2000-2011 “Inside these empty halls, there are ghosts!”
  • 13. PFE v AZN No comment!
  • 14. Grail Entropix We try to convert Randomness to order We impose order from chaos We are human machines (Jacques Monod) We are entropically driven Information, is particularly, subject to entropy Without energy (= Hard Graft), these transformations cannot take place “Thermodynamics is a funny subject. The first time you go through it, you don't understand it at all. The second time you go through it, you think you understand it, except for one or two small points. The third time you go through it, you know you don't understand it, but by that time you are so used to it, it doesn't bother you any more”. A Semantic Mediawiki company covering Pharmaceutical patents
  • 15. Grail Entropix & Semantic Mediawiki Conversion of XML
  • 16. Lessons Learnt. Education is a lifelong component of a career Few have the luxury of a job for life Several of these companies no longer exist, physically or as businesses. The world changes, radically, so you have to change with it All experience is valuable All experience is enjoyable (but perhaps, not at the time!)
  • 17. Libraries – The Library of Babel Jorge Luis Borges: A description of an infinity of combinations of words in books in an almost infinite number of rooms in a physical place, that some call the library Where number of books is 1.956 x 101834097 To Infinity & Beyond!
  • 18. Rosetta Stone Champollion: Conversion of Greek to Egyptian Coptic allows understanding of the pictorial language of Hieroglyphics This metaphor also allows conversion of chemical nomenclature through notations, (WLN, Inchi etc) to the pictorial language of chemistry Demotic Coptic English Hieroglyphics Smiles, InChi’s Chemical Structure IUPAC
  • 19. DNA A molecule designed to store, transfer and convert information Remarkably faithful and energy efficient, but, eventually, prone to failure
  • 20. Markush Many Markush definition described in patents and elsewhere, can describe and almost infinity of distinct chemical substances. Work on Markush enumeration from Chemaxon, has regularly identified 1046 molecules – more than the number of atoms in the universe.
  • 21. How we used to work Books, Monographs Abstract Journals Data Dynamics teletype
  • 22. Tips for searchers Part seen, imagined part Describe confidenently what you know Leave out what you cannot describe confidently
  • 23. Tips for searchers Vulcan mind meld Imagine yourself in the mindset of the organiser of information
  • 24. Tips for Searchers “Words don’t describe my meaning, Notes cannot spell out the score, Finding not keeping’s the best thing” Brian Ferry, Roxy Music, 2HB Synonyms & spelling errors Words really don’t describe meaning very well
  • 25. Gamekeepers and Poachers Information is owned, according to intellectual property law, or that ownership is transferred for the common good. Whereas the opportunities may not be good for poachers, Gamekeepers still thrive, and the landowners do as they always have done, make money.
  • 26. How we now work Semantic Mediawiki MySql, Sparql, PHP, Python, Triple stores Name to structure Ontology Markush (touching Infinity) Text mining Big Data Free data and Curated data; marrying unlike platforms Creating Structured data from multiple data sources. How we will work will become part of another undefined paradigm
  • 27. Fee and Free Gathering, Analysing, Storing and distributing information is entropically driven. We expect to be able to derive payment for this work We trade experience and effort for money What if all information is available, free on the internet? Somebody is paying for the conversion of data into information into knowledge If information is free, do we have any redress against poor quality or omissions?
  • 28. Lessons Learnt Despite a period of managing, anticipating or resisting change, Web based tools and services are the only realistic option for Information retrieval (at the moment). Increasingly, there is a requirement for structured, semantic data sets Everyone is an information scientist, except, perhaps, those that were information scientists? What are the USP’s for our profession? Why should we exist?
  • 29. USP’s What we may take for granted, may be the keys to our utility Our core skills are often unknown to us We may find that we are good at seeking, assimilating, transforming data or information. We translate information between languages and meta languages. We create order out of chaos We bring to our work, our collected experience and skill sets Networking Discernment Inference International Outlook Some of us may be good at computing.
  • 30. Future Proofing Cheminformatics Bioinformatics Open Source, new computing languages, Wiki Visualisation Big Data Marketing, Sales Consultancy Networking Collaboration and Community Languages “The singularity”
  • 31. For the future A widely adopted common data format for chemical information exchange More work on Markush, please! Structured data exchange for merging chemical data, eliminating duplication, and identifying novelty, Benchmarking quality for internet data sources.
  • 32. The Singularity Self assembling information The activation energy for this is reducing Entropically driven Fear it, Follow it
  • 33. Seek Beauty in all things
  • 34. May all your data be structured! Thanks for listening – It’s been emotional - David Walsh