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IAS13: Metadata in the Cross-Channel Ecosystem: Consistency, Context and Interoperability

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IAS13: Metadata in the Cross-Channel Ecosystem: Consistency, Context and Interoperability

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Metadata enables consistency, context and interoperability in a cross-channel context by managing, describing and exchanging information objects.

This presentation explores 3 different types of metadata: administrative, descriptive, and structural, and their role in UX practices including content strategy, responsive design, rich snippets, and web forms.

We’ll then look at the cross-channel ecosystem, understanding media, channels, interactions and touchpoints. We’ll explore The Internet of Things, and furthermore the importance of information exchanges in cross-channel service design.

From there we learn about the nuts and bolts of an information exchange, including semantics, syntax and lexicon, and how these are documented in schema. Then we’ll look at some of the common standards used to specify schema for information exchanges and semantic markup. Last but not least, we’ll explore how linked data and ontologies enable us to progress from the Web of Documents to the Web of Data.

Presentation for the Information Architecture Summit in Baltimore, Maryland April 6th 2013. I had a great time & welcome feedback to further the discussion. Thanks everyone!

Metadata enables consistency, context and interoperability in a cross-channel context by managing, describing and exchanging information objects.

This presentation explores 3 different types of metadata: administrative, descriptive, and structural, and their role in UX practices including content strategy, responsive design, rich snippets, and web forms.

We’ll then look at the cross-channel ecosystem, understanding media, channels, interactions and touchpoints. We’ll explore The Internet of Things, and furthermore the importance of information exchanges in cross-channel service design.

From there we learn about the nuts and bolts of an information exchange, including semantics, syntax and lexicon, and how these are documented in schema. Then we’ll look at some of the common standards used to specify schema for information exchanges and semantic markup. Last but not least, we’ll explore how linked data and ontologies enable us to progress from the Web of Documents to the Web of Data.

Presentation for the Information Architecture Summit in Baltimore, Maryland April 6th 2013. I had a great time & welcome feedback to further the discussion. Thanks everyone!

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IAS13: Metadata in the Cross-Channel Ecosystem: Consistency, Context and Interoperability

  1. 1. Metadata in the Cross-Channel Ecosystem: Consistency, Context Interoperability @AdamUngstad IA Summit 2013 #XChannelMetadata Tuesday, 9 April, 13
  2. 2. Tuesday, 9 April, 13
  3. 3. Tuesday, 9 April, 13
  4. 4. Tuesday, 9 April, 13
  5. 5. 2012, 2013 Tuesday, 9 April, 13
  6. 6. EuroIA - Edinburgh Sept 26-28 Tuesday, 9 April, 13
  7. 7. Metadata Tuesday, 9 April, 13
  8. 8. Metadata enables consistency, context and interoperability in the cross-channel ecosystem Tuesday, 9 April, 13
  9. 9. by managing, describing, and exchanging information objects. Tuesday, 9 April, 13
  10. 10. What is Metadata? Tuesday, 9 April, 13
  11. 11. National Information Standards Organisation Tuesday, 9 April, 13
  12. 12. Metadata is information about information objects. Tuesday, 9 April, 13
  13. 13. What is an information object? Tuesday, 9 April, 13
  14. 14. ...a web page Tuesday, 9 April, 13
  15. 15. Adam Ungstad ...a name Tuesday, 9 April, 13
  16. 16. ...a vegetable? Tuesday, 9 April, 13
  17. 17. ...a vegetable Tuesday, 9 April, 13
  18. 18. ...a book HTTP://JSM2011.BLOGSPOT.CHHTTP://WWW.WOMBANIA.COM/CARTOONS/CALVIN-AND-HOBBES-TENTH-ANNIVERSARY.HTM#.UUQKWVUGNZ02010/12/IS-THAT-C-4-EXPLOSIVES-I-ORDERED.HTML Tuesday, 9 April, 13
  19. 19. HTTP://JSM2011.BLOGSPOT.CH/2010/12/IS-THAT-C-4-EXPLOSIVES-I-ORDERED.HTML ...a package Tuesday, 9 April, 13
  20. 20. ...a shipment Tuesday, 9 April, 13
  21. 21. ...a user Tuesday, 9 April, 13
  22. 22. There are three types of metadata: HTTP://WWW.NISO.ORG/PUBLICATIONS/PRESS/UNDERSTANDINGMETADATA.PDF://JSM2011.BLOGSPOT.CH/2010/12/IS-THAT-C-4-EXPLOSIVES-I-ORDERED.HTML Tuesday, 9 April, 13
  23. 23. administrative, Tuesday, 9 April, 13
  24. 24. descriptive, Tuesday, 9 April, 13
  25. 25. and structural. Tuesday, 9 April, 13
  26. 26. Administrative Metadata Tuesday, 9 April, 13
  27. 27. We use administrative metadata to manage information objects. Tuesday, 9 April, 13
  28. 28. This is useful for Responsive Design and Content Strategy. Tuesday, 9 April, 13
  29. 29. The Globe and Mail HTTP://CLIFTONLIPHOTO.COM/BLOG/?P=892 Tuesday, 9 April, 13
  30. 30. Tuesday, 9 April, 13
  31. 31. CONTENT MODEL CONTENT TYPE CONTENT ELEMENT THE NEWS ARTICLES HEADLINE AUTHOR PRIMARY PHOTOGRAPH WEATHER DATE WIND PRECIPITATION HOROSCOPES GENERAL (ALL SIGNS) INDIVIDUAL SIGNS PRIMARY CONTENT CLASSIFIEDS ITEM NAME DESCRIPTION PRICE CONTACT Tuesday, 9 April, 13
  32. 32. Subscription vs Free Content Tuesday, 9 April, 13
  33. 33. Right content Right time Right channel Right user Tuesday, 9 April, 13
  34. 34. Administrative metadata enables consistency. Tuesday, 9 April, 13
  35. 35. Descriptive Metadata Tuesday, 9 April, 13
  36. 36. We use descriptive metadata to discover and identify information objects. Tuesday, 9 April, 13
  37. 37. This is useful for Faceted Search. Tuesday, 9 April, 13
  38. 38. Home Depot HTTP://WWW.FORBES.COM/SITES/INVESTOR/2012/04/24/FIVE-U-S-REITS-THAT-INVEST-ABROAD/2/ Tuesday, 9 April, 13
  39. 39. Tuesday, 9 April, 13
  40. 40. Tuesday, 9 April, 13
  41. 41. Facets Tuesday, 9 April, 13
  42. 42. Descriptive metadata enables context. Tuesday, 9 April, 13
  43. 43. Structural Metadata Tuesday, 9 April, 13
  44. 44. We use structural metadata to exchange information objects. Tuesday, 9 April, 13
  45. 45. This is useful for Rich Snippets. Tuesday, 9 April, 13
  46. 46. Secret Lakes of Southern Vancouver Island Tuesday, 9 April, 13
  47. 47. Tuesday, 9 April, 13
  48. 48. Tuesday, 9 April, 13
  49. 49. Tuesday, 9 April, 13
  50. 50. Tuesday, 9 April, 13
  51. 51. Tuesday, 9 April, 13
  52. 52. Name% What’s in a name? Tuesday, 9 April, 13
  53. 53. First&Name& Middle&Ini0al& Last&Name& What’s in a name? Tuesday, 9 April, 13
  54. 54. First(Name( Other(Given(Names( cv( cv( Surname( Surname((Birth)( cv( Surname((Previous)( cv( What’s in a name? Tuesday, 9 April, 13
  55. 55. First(Name( Other(Given(Names( cv( cv( Surname( Surname((Birth)( cv( Surname((Previous)( cv( What’s in a name? Tuesday, 9 April, 13
  56. 56. First(Name( Other(Given(Names( cv( cv( Surname( Surname((Birth)( cv( Surname((Previous)( cv( What’s in a name? Tuesday, 9 April, 13
  57. 57. First'Name' Other'Given'Names' cv' cv' Family'Name' Family'Name'(Birth)' cv' Family'Name'(Previous)' cv' Stored in a database Tuesday, 9 April, 13
  58. 58. First'Name' Other'Given'Names' cv' cv' Family'Name' Name% Family'Name'(Birth)' cv' Family'Name'(Previous)' cv' Exchange Data Tuesday, 9 April, 13
  59. 59. Structural metadata enables interoperability. Tuesday, 9 April, 13
  60. 60. Ecosystems Tuesday, 9 April, 13
  61. 61. HTTP://JSM2011.BLOGSPOT.CH/2010/12/IS-THAT-C-4-EXPLOSIVES-I-ORDERED.HTML Tuesday, 9 April, 13
  62. 62. HTTP://JSM2011.BLOGSPOT.CH/2010/12/IS-THAT-C-4-EXPLOSIVES-I-ORDERED.HTML Tuesday, 9 April, 13
  63. 63. HTTP://JSM2011.BLOGSPOT.CH/2010/12/IS-THAT-C-4-EXPLOSIVES-I-ORDERED.HTML Tuesday, 9 April, 13
  64. 64. HTTP://JSM2011.BLOGSPOT.CH/2010/12/IS-THAT-C-4-EXPLOSIVES-I-ORDERED.HTML Tuesday, 9 April, 13
  65. 65. Photo Credit: <a href="http://www.flickr.com/photos/44034115@N08/5414079087/">Phil's 1stPix</a> via <a href="http://compfight.com">Compfight</a> <a href="http:// creativecommons.org/licenses/by-nc-sa/2.0/">cc</a> Tuesday, 9 April, 13
  66. 66. Tuesday, 9 April, 13
  67. 67. Mediums Channels Interactions Touchpoints Tuesday, 9 April, 13
  68. 68. Medium Tuesday, 9 April, 13
  69. 69. “the intervening substance through which sensory impressions are conveyed or physical forces are transmitted” - Oxford Dictionary Tuesday, 9 April, 13
  70. 70. INTERNET TELEVISION PAPER Tuesday, 9 April, 13
  71. 71. Channels Tuesday, 9 April, 13
  72. 72. “a path along which information (as data or music) in the form of an electrical signal passes” - Merriam-Webster Tuesday, 9 April, 13
  73. 73. 7 NEW YORK TIMES WEBSITE TV CHANNEL NEWSPAPER Tuesday, 9 April, 13
  74. 74. We can cross channels in the same media. Tuesday, 9 April, 13
  75. 75. We can cross channels in the same media. phone transfers Tuesday, 9 April, 13
  76. 76. We can cross channels in the same media. using your facebook ID to sign in to a website Tuesday, 9 April, 13
  77. 77. Multi-Channel is not the same as Cross-Channel Tuesday, 9 April, 13
  78. 78. Multi-Channel Experience: Paying your phone bill Tuesday, 9 April, 13
  79. 79. PHONE WEBSITE SMS MAIL APP Tuesday, 9 April, 13
  80. 80. PHONE WEBSITE SMS MAIL APP Tuesday, 9 April, 13
  81. 81. PHONE WEBSITE SMS MAIL APP Tuesday, 9 April, 13
  82. 82. PHONE WEBSITE SMS MAIL APP Tuesday, 9 April, 13
  83. 83. Cross-Channel Experience Buying a (physical) book from Amazon Tuesday, 9 April, 13
  84. 84. PHONE WEBSITE SMS MAIL APP Tuesday, 9 April, 13
  85. 85. PHONE WEBSITE SMS MAIL APP Tuesday, 9 April, 13
  86. 86. A cross-channel experience requires an information exchange between channels. Tuesday, 9 April, 13
  87. 87. MEDIUM INTERNET TELEVISION PAPER 7 NEW YORK CHANNEL TIMES WEBSITE TV CHANNEL NEWSPAPER Tuesday, 9 April, 13
  88. 88. Interactions Tuesday, 9 April, 13
  89. 89. “a reciprocal action or influence” - Oxford Dictionary Tuesday, 9 April, 13
  90. 90. $ PAYING WATCHING READING A BILL THE SIMPSONS THE NEWS Tuesday, 9 April, 13
  91. 91. MEDIUM INTERNET TELEVISION PAPER 7 NEW YORK CHANNEL TIMES WEBSITE TV CHANNEL NEWSPAPER INTERACTION $ WATCHING READING PAYING A BILL THE SIMPSONS THE NEWS Tuesday, 9 April, 13
  92. 92. Touchpoints Tuesday, 9 April, 13
  93. 93. “an encounter where customers and business exchange information, provide service, or handle transactions. - Wikipedia Tuesday, 9 April, 13
  94. 94. VAN V EDM EDM V CAL OTW V LA MONTHLY SHAMPOO SPORTS PAYMENT FORM COMMERCIAL SCORES Tuesday, 9 April, 13
  95. 95. MEDIUM INTERNET TELEVISION PAPER 7 NEW YORK CHANNEL TIMES WEBSITE TV CHANNEL NEWSPAPER INTERACTION $ WATCHING READING PAYING A BILL THE SIMPSONS THE NEWS VAN V EDM EDM V CAL TOUCHPOINT OTT V LA MONTHLY SHAMPOO SPORTS PAYMENT FORM COMMERCIAL SCORES Tuesday, 9 April, 13
  96. 96. MEDIUM THE WEB TV PAPER 7 NEW YORK CHANNEL TIMES WEBSITE TV CHANNEL NEWSPAPER INTERACTION $ WATCHING READING PAYING A BILL THE SIMPSONS THE NEWS VAN V EDM EDM V CAL TOUCHPOINT OTT V LA MONTHLY SHAMPOO SPORTS PAYMENT FORM COMMERCIAL SCORES Tuesday, 9 April, 13
  97. 97. “Messages have no medium” - Andrea Resmini Tuesday, 9 April, 13
  98. 98. ...but every message has a structure regardless of the medium it uses. Tuesday, 9 April, 13
  99. 99. Internet of Things Tuesday, 9 April, 13
  100. 100. HTTP://JENSON.ORG/OF-BEARS-BATS-AND-BEES-MAKING-SENSE-OF-THE-INTERNET-OF-THINGS/ Tuesday, 9 April, 13
  101. 101. HTTP://JSM2011.BLOGSPOT.CH/2010/12/IS-THAT-C-4-EXPLOSIVES-I-ORDERED.HTML Tuesday, 9 April, 13
  102. 102. GlowCaps HTTPS://WWW.GOOGLE.CH/URL?SA=I&RCT=J&Q=&ESRC=S&SOURCE=IMAGES&CD=&CAD=RJA&DOCID=KATHLU8YY0HB-M&TBNID=BNRSJEUMOYPVVM:&VED=0CAUQJRW&URL=HTTP%3A%2F %2FWWW.FASTCODESIGN.COM%2FIDEA-2010%2FVITALITY-GLOWCAPS&EI=EV5OUY-YLU2L0WWSQOG4DA&BVM=BV.44158598,D.ZWU&PSIG=AFQJCNG7SMN21RCO1IRA0BEVYX2APSCREA&UST=1364217461886 Tuesday, 9 April, 13
  103. 103. Smart Baby Monitors HTTP://WWW.WITHINGS.COM/EN/BABYMONITOR Tuesday, 9 April, 13
  104. 104. A Trackable Object HTTP://WWW.NIKE.COM/US/EN_US/C/NIKEPLUS-FUELBAND Tuesday, 9 April, 13
  105. 105. Tuesday, 9 April, 13
  106. 106. PHONE WEBSITE SMS BABY MONITOR IPHONE Tuesday, 9 April, 13
  107. 107. Information Exchanges Tuesday, 9 April, 13
  108. 108. Tuesday, 9 April, 13
  109. 109. X" Tuesday, 9 April, 13
  110. 110. X" Y" Tuesday, 9 April, 13
  111. 111. X" Y" X Tuesday, 9 April, 13
  112. 112. X" Y" X Y Tuesday, 9 April, 13
  113. 113. X" Y" Z Tuesday, 9 April, 13
  114. 114. X" Y" ENGLISH Tuesday, 9 April, 13
  115. 115. X" Y" FRENCH Tuesday, 9 April, 13
  116. 116. X" Y" Tuesday, 9 April, 13
  117. 117. X" Y" Z Tuesday, 9 April, 13
  118. 118. X" Y" METADATA STANDARDS Tuesday, 9 April, 13
  119. 119. X" Y" NIEM Tuesday, 9 April, 13
  120. 120. X" Y" HL7 Tuesday, 9 April, 13
  121. 121. X" Y" GOOD RELATIONS Tuesday, 9 April, 13
  122. 122. X" Y" XML Tuesday, 9 April, 13
  123. 123. X" Y" RDF Tuesday, 9 April, 13
  124. 124. Schema Tuesday, 9 April, 13
  125. 125. “...a model for describing the structure of information.” - xml.com Tuesday, 9 April, 13
  126. 126. XML Tuesday, 9 April, 13
  127. 127. .xml .xsd Tuesday, 9 April, 13
  128. 128. What does a schema specify? Tuesday, 9 April, 13
  129. 129. Semantics Tuesday, 9 April, 13
  130. 130. meaning Tuesday, 9 April, 13
  131. 131. “bench” Tuesday, 9 April, 13
  132. 132. “bench” (Canada) Tuesday, 9 April, 13
  133. 133. “bench” (Australia) Tuesday, 9 April, 13
  134. 134. Name% Tuesday, 9 April, 13
  135. 135. First&Name& Last%Name% Tuesday, 9 April, 13
  136. 136. Given&Name& Family'Name' Tuesday, 9 April, 13
  137. 137. Syntax Tuesday, 9 April, 13
  138. 138. expression Tuesday, 9 April, 13
  139. 139. Name% Tuesday, 9 April, 13
  140. 140. 3ric? Tuesday, 9 April, 13
  141. 141. St. Germaine? Tuesday, 9 April, 13
  142. 142. ; Drop Table; Tuesday, 9 April, 13
  143. 143. Adolph Blaine Charles David Earl Frederick Jack Gerald Hubert Irvin John Kenneth Lloyd Martin Nero Oliver Paul Quincy Randolph Sherman Thomas Uncas Victor William Xerxes Yancy Zeus Wolfeschlegelsteinhausen- bergerdorft Tuesday, 9 April, 13
  144. 144. Lexicon Tuesday, 9 April, 13
  145. 145. vocabulary Tuesday, 9 April, 13
  146. 146. Name% Tuesday, 9 April, 13
  147. 147. The Cookie Monster? Tuesday, 9 April, 13
  148. 148. Talula Does The Hula From Hawaii? Tuesday, 9 April, 13
  149. 149. Status& Tuesday, 9 April, 13
  150. 150. Green? Tuesday, 9 April, 13
  151. 151. Under Review? Tuesday, 9 April, 13
  152. 152. Implementation Phase? Tuesday, 9 April, 13
  153. 153. Status& Discovery Definition Development Implementation Complete Tuesday, 9 April, 13
  154. 154. Linked Data Tuesday, 9 April, 13
  155. 155. “...a recommended best practice for exposing, sharing, and connecting pieces of data, information, and knowledge” - Wikipedia Tuesday, 9 April, 13
  156. 156. X" Y" METADATA STANDARDS Tuesday, 9 April, 13
  157. 157. METADATA STANDARDS Tuesday, 9 April, 13
  158. 158. METADATA STANDARDS ORGANIZATION 1 ORGANIZATION 4 ORGANIZATION 2 ORGANIZATION 3 Tuesday, 9 April, 13
  159. 159. METADATA STANDARDS ORGANIZATION ORGANIZATION ORGANIZATION ORGANIZATION ORGANIZATION ORGANIZATION ORGANIZATION ORGANIZATION ORGANIZATION ORGANIZATION ORGANIZATION ORGANIZATION Tuesday, 9 April, 13
  160. 160. standards enable exchanges Tuesday, 9 April, 13
  161. 161. exchanges enable data linking Tuesday, 9 April, 13
  162. 162. Linking Open Data cloud diagram, by Richard Cyganiak and Anja Jentzsch. http://lod-cloud.net/ Tuesday, 9 April, 13
  163. 163. Ontologies Tuesday, 9 April, 13
  164. 164. “...the exact description of things and their relationships.” - w3schools.com Tuesday, 9 April, 13
  165. 165. “...a specification of a conceptualization.” Stanford.edu Tuesday, 9 April, 13
  166. 166. CONCEPTUALIZATION X" Tuesday, 9 April, 13
  167. 167. CONCEPTUALIZATION X" SPECIFICATION X Tuesday, 9 April, 13
  168. 168. employee subclassOf person director subclassOf employee project manager subclassOf employee worksOn Project reportsTo Director lackey subclassOf employee worksOn project reportsTo project manage HTTP://ILRT.ORG/DISCOVERY/2000/11/LUX/ Tuesday, 9 April, 13
  169. 169. A controlled vocabulary is a lightwieght ontology. Tuesday, 9 April, 13
  170. 170. HTTP://ILRT.ORG/DISCOVERY/2000/11/LUX/ Tuesday, 9 April, 13
  171. 171. 1:1 1 : many many : many Tuesday, 9 April, 13
  172. 172. HTTP://ILRT.ORG/DISCOVERY/2000/11/LUX/ Tuesday, 9 April, 13
  173. 173. is part of is used with is made of Tuesday, 9 April, 13
  174. 174. You can create multiple taxonomies out of a single ontology: Tuesday, 9 April, 13
  175. 175. Ontology of freshwater ecosystems Tuesday, 9 April, 13
  176. 176. Ontology of freshwater ecosystems Taxonomy of flora Tuesday, 9 April, 13
  177. 177. Ontology of freshwater ecosystems Taxonomy of flora Taxonomy of fauna Tuesday, 9 April, 13
  178. 178. Ontology of freshwater ecosystems Taxonomy of flora Taxonomy of fauna Taxonomy of insects Tuesday, 9 April, 13
  179. 179. Friend of a Friend (FOAF) What properties are associated with a user profile? Tuesday, 9 April, 13
  180. 180. Good Relations What components is a product made out of? Tuesday, 9 April, 13
  181. 181. Semantically-Interlinked Online Communities (SIOC) What is a blog post? Tuesday, 9 April, 13
  182. 182. Ontologies are documented using frameworks like RDF and OWL Tuesday, 9 April, 13
  183. 183. HTTP://SEMANTICWEB.ORG/WIKI/ONTOLOGY Tuesday, 9 April, 13
  184. 184. Web of Data Tuesday, 9 April, 13
  185. 185. Web of Documents Tuesday, 9 April, 13
  186. 186. “population geneva” Tuesday, 9 April, 13
  187. 187. Population! ! Geneva Tuesday, 9 April, 13
  188. 188. Web of Data Tuesday, 9 April, 13
  189. 189. Population Geneva Tuesday, 9 April, 13
  190. 190. Tuesday, 9 April, 13
  191. 191. Knowledge Graph Tuesday, 9 April, 13
  192. 192. Knowledge Graph Knowledge Graph Tuesday, 9 April, 13
  193. 193. Knowledge Graph Knowledge Graph (DBPedia) Knowledge Graph Tuesday, 9 April, 13
  194. 194. Knowledge Graph Google Maps Knowledge Graph (DBPedia) Knowledge Graph Tuesday, 9 April, 13
  195. 195. Knowledge Graph Google Maps Search Results Knowledge Graph (DBPedia) Knowledge Graph Tuesday, 9 April, 13
  196. 196. Answers not documents Tuesday, 9 April, 13
  197. 197. SELECT * FROM tbl_Flights WHERE col_Flight_Number = “BA229” AND col_Date = [today] Tuesday, 9 April, 13
  198. 198. When does flight BA229 arrive? Tuesday, 9 April, 13
  199. 199. Tuesday, 9 April, 13
  200. 200. Google Flight Search Results Tuesday, 9 April, 13
  201. 201. HTTP://WWW.REEEP.ORG/SITES/DEFAULT/FILES/LOD-THE-ESSENTIALS.PDF Tuesday, 9 April, 13
  202. 202. Where do we start? Tuesday, 9 April, 13
  203. 203. 1. Make metadata a priority Tuesday, 9 April, 13
  204. 204. Link metadata to ROI Tuesday, 9 April, 13
  205. 205. Tie funding to adoption of standards Tuesday, 9 April, 13
  206. 206. Future-proofing Tuesday, 9 April, 13
  207. 207. 2. Define your data Tuesday, 9 April, 13
  208. 208. Start with a controlled vocabulary Tuesday, 9 April, 13
  209. 209. Semantics Syntax Lexicon Tuesday, 9 April, 13
  210. 210. Add relationships Tuesday, 9 April, 13
  211. 211. Use existing standards Tuesday, 9 April, 13
  212. 212. 3. Identify Exchanges Tuesday, 9 April, 13
  213. 213. X" Y" X Y Tuesday, 9 April, 13
  214. 214. X" Y" Z Tuesday, 9 April, 13
  215. 215. Internal & External Tuesday, 9 April, 13
  216. 216. Current & Potential Tuesday, 9 April, 13
  217. 217. Journey Maps Tuesday, 9 April, 13
  218. 218. Diary Studies Tuesday, 9 April, 13
  219. 219. Business Origami Tuesday, 9 April, 13
  220. 220. @jessmcmullin Tuesday, 9 April, 13
  221. 221. Happy Paths Tuesday, 9 April, 13
  222. 222. Unplanned Paths Tuesday, 9 April, 13
  223. 223. 4. Build the infrastructure Tuesday, 9 April, 13
  224. 224. Start small Tuesday, 9 April, 13
  225. 225. Build on what exists Tuesday, 9 April, 13
  226. 226. Borrow & Reuse Tuesday, 9 April, 13
  227. 227. 5. Governance Tuesday, 9 April, 13
  228. 228. Standardize your standards Tuesday, 9 April, 13
  229. 229. You have to start somewhere. Tuesday, 9 April, 13
  230. 230. Build better cross-channel experiences Tuesday, 9 April, 13
  231. 231. with metadata. Tuesday, 9 April, 13
  232. 232. Thank You! @AdamUngstad Tuesday, 9 April, 13
  233. 233. Tuesday, 9 April, 13

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