- From: carl mattocks <carlmattocks@gmail.com>
- Date: Tue, 9 Jun 2020 12:37:20 -0400
- To: W3C AIKR CG <public-aikr@w3.org>
- Message-ID: <CAHtonum+euciRa3h8QsuJNxbdjck8VrOgAMS+sgUQnM0T-MpRQ@mail.gmail.com>
Role of Data Scientist has a process that is described in the links below : *Cross-industry standard process for data mining*, known as *CRISP-DM*,[1] <https://en.wikipedia.org/wiki/Cross-industry_standard_process_for_data_mining#cite_note-Shearer00-1> is an open standard <https://en.wikipedia.org/wiki/Open_standard> process model that describes common approaches used by data mining <https://en.wikipedia.org/wiki/Data_mining> experts. It is the most widely-used analytics <https://en.wikipedia.org/wiki/Analytics> model https://en.wikipedia.org/wiki/Cross-industry_standard_process_for_data_mining these lecture notes provide good background notes https://wiwi.hs-duesseldorf.de/personen/thomas.zeutschler/Documents/HSD_W_ITAiBA_Zeutschler_SS2016_Lecture2_CRSIP_DM.pdf this is an IBM presentation on the The Data Science Process https://www-01.ibm.com/events/wwe/grp/grp304.nsf/vLookupPDFs/Polong%20Lin%20Presentation/$file/Polong%20Lin%20Presentation.pdf enjoy Carl It was a pleasure to clarify On Tue, Jun 9, 2020 at 12:13 PM Owen Ambur <Owen.Ambur@verizon.net> wrote: > Carl, thanks for leading another productive editing session on the AIKR CG > televideo conference today. I found myself agreeing with much of what > Paola was saying, and I continue to be impressed by Chris' capability to > comprehend and capture the essence of our dialog in his StratNavApp. For > the benefit of those who were unable to join us, I am providing a link > here > <https://www.stratnavapp.com/StratML/Part1/861566c8-e9be-4642-b52f-f673fa499f4e/Styled> > so that they can view our draft plan as it currently exists. > > I'm sorry that Justin was not able to participate to ensure that we are > capturing the knowledge he has gained in considering the roles of AI > strategists. However, it would be great if he and others could contribute > their comments and edits on our draft in Chris' app > <https://www.stratnavapp.com/> and perhaps participate in our text > televideo conference on June 23. > While the StratML collection does not yet contain a model performance plan > for Data Scientists, it does include one for Chief Data Officers (CDOs), at > https://stratml.us/drybridge/index.htm#PP4CDO > > Unless someone has a better source, I will soon convert the contents of > this one to StratML format: > https://www.sas.com/en_us/insights/analytics/what-is-a-data-scientist.html > > BTW, Carl, your reference to OASIS's Business Centric Methodology (BCM) > prompted me to convert its content to StratML format at > https://stratml.us/drybridge/index.htm#BCM > > These elements of the BCM are closely related to the purposes of the > StratML standard: > > Objective 1.1: Goals > <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c0b98-aa65-11ea-9885-42f42983ea00> > - Determine the business goals. > Objective 1.3: Participants > <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c0d32-aa65-11ea-9885-42f42983ea00> > - Identify the project participants. > Objective 1.4: COIs > <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c0e40-aa65-11ea-9885-42f42983ea00> > - Identify the Community of Interest. > Goal 2: Goals > <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c1106-aa65-11ea-9885-42f42983ea00> > - Understand the business goals. > Objective 3.3: Standards Bodies > <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c1750-aa65-11ea-9885-42f42983ea00> > - Map interoperability requirements to standard bodies. > Objective 3.4: Formats > <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c182c-aa65-11ea-9885-42f42983ea00> > - Map interoperability requirements to internal legacy system formats. > Objective 3.5: Templates > <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c191c-aa65-11ea-9885-42f42983ea00> > - Capture information in a way that can be reused over time and among > participating organizations. > Objective 3.5.1: Strategies > <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c19f8-aa65-11ea-9885-42f42983ea00> > - Implement strategies for interoperability. > Objective 3.5.5: Standards > <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c1da4-aa65-11ea-9885-42f42983ea00> > - Apply standards for interoperability and contracts. > Objective 3.5.7: Performance > <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c206a-aa65-11ea-9885-42f42983ea00> > - Monitor and manage performance. > Objective 4.1: Standards > <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c2b82-aa65-11ea-9885-42f42983ea00> > - Use existing standards. > > It would be great if BCM practitioners were to use the StratML standard > (ISO 17469-1). Anyone who may wish to apply the BCM template as a > performance plan for their organization in StratML Part 2 format could do > so by clicking on the link provided here. > > Owen > > -------- Forwarded Message -------- > Subject: Re: ai strategist role > Date: Tue, 9 Jun 2020 11:22:53 -0400 > From: carl mattocks <carlmattocks@gmail.com> <carlmattocks@gmail.com> > To: Paola Di Maio <paoladimaio10@googlemail.com> > <paoladimaio10@googlemail.com> > CC: Owen Ambur <Owen.Ambur@verizon.net> <Owen.Ambur@verizon.net>, Chris > Fox <chris@chriscfox.com> <chris@chriscfox.com>, Paul Alagna > <pjalagna@gmail.com> <pjalagna@gmail.com> > > Data Scientist is a complimentary role.. which is supported by an open > source method that has strong emphasis on machine learning and is Plan Do > Check Act oriented. > > Carl > > On Tue, Jun 9, 2020, 11:12 AM Paola Di Maio <paola.dimaio@gmail.com> > wrote: > >> Thanks for starting this plan >> As I read what had been drafted I commented with my software/system >> developer hat on >> The system lifecycle is considered a process, rather than a strategy, and >> consists of >> identifying requirements, specifications and documentation and all >> Its well understood and documented and there are several models, but the >> lifecycle itself >> is fairly standard, it applies to AI systems as to any system >> So before I have a go at reorganising and perhaps streamlining a bit >> those goals >> I think we should define better what is the role of the AI strategist >> does it overlap the role of a ai system analyst and designer (which is >> what I have in mind) >> ie identify what needs to be done >> or is it more a role to decide HOW these goals need to be achieved in >> terms of resources, schedules, policies, coordination with management etc >> Also, as I mentioned, this may depend on what other roles the AI >> strategist works with/depends on- >> p >> >
Received on Tuesday, 9 June 2020 16:38:10 UTC