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The	
  exploita,on	
  of	
  social	
  
   tagging	
  systems	
  in	
  libraries	
  	
  
Constan,a	
  Kakali,	
  Christos	
  Papatheodorou	
  
Database	
  &	
  Informa/on	
  systems	
  group	
  
Laboratory	
  on	
  Digital	
  Libraries	
  and	
  Electronic	
  Publishing	
  
Department	
  of	
  Archive	
  and	
  Library	
  Sciences,	
  Ionian	
  University,	
  Corfu,	
  Greece	
  



…………………………………	
  
Contents	
  
  Social	
  tagging	
  
  Limita/ons	
  of	
  Folksonomies	
  	
  	
  
  Social	
  tagging	
  systems	
  in	
  libraries	
  
  Opacial	
  system	
  
  Preliminary	
  experimental	
  study	
  	
  
  Tag	
  analysis	
  and	
  tag	
  es/ma/on	
  
  Tag	
  methodology	
  proposal	
  	
  
  Policy	
  issues	
  	
  
                                                         2	
  
Social	
  tagging	
  
  The	
  social	
  tagging	
  has	
  grown	
  in	
  popularity	
  on	
  the	
  web-­‐based	
  
   services	
  	
  
      Add	
  bookmarks	
  of	
  sites	
  they	
  like	
  to	
  their	
  personal	
  collec/ons	
  of	
  links	
  
      Organize	
  and	
  categorize	
  these	
  sites	
  by	
  adding	
  their	
  own	
  terms,	
  or	
  tags	
  
      Share	
  this	
  collec/on	
  with	
  other	
  people	
  with	
  the	
  same	
  interests	
  	
  
  Tags	
  are	
  metadata	
  elements	
  described	
  resources	
  and	
  applied	
  
   by	
  users.	
  
  The	
  set	
  of	
  the	
  tags	
  introduced	
  for	
  a	
  resource	
  is	
  called	
  
   folksonomy,	
  which	
  it	
  could	
  be	
  presented	
  as	
  a	
  tag	
  cloud	
  




                                                                                                                3	
  
Limita,ons	
  of	
  folksonomies	
  	
  
  Synonyms	
  
  Homonyms	
  
  Polysemy	
  
  No	
  defined	
  rela/ons	
  (e.g.,	
  broader,	
  narrower,	
  
   and	
  associa/ve	
  terms).	
  
  Ampiquity	
  
  Specificity	
  
  Syntax	
  
                                                                     4	
  
Social	
  tagging	
  systems	
  in	
  libraries	
  	
  

  Penntaggs	
  
  New	
  opacs	
  2.0	
  (Scriblio,	
  VuFind,	
  Primo,	
  
   Aquabrowser)	
  
  Mtagger	
  	
  
  LibraryThing	
  




                                                                5	
  
The	
  OPACIAL	
  System	
  (1/2) 	
                                                       	
            	
  	
  	
  
        Feedback	
  &	
  collabora,on	
                    Developed	
  by	
  Panteion	
  University	
  
        among	
  users	
                                   Library,	
  Athens,	
  Greece,	
  	
  OPACIAL	
  is	
  an	
  
                                                           Online	
  Public	
  Catalog	
  System	
  which	
  
                                                           uses	
  Web	
  2.0	
  technologies.	
  It	
  u/lizes	
  
                                                           library	
  catalogs	
  using	
  the	
  Z39.50	
  
                                                           protocol	
  and	
  it	
  can	
  also	
  connect	
  to	
  
                                                           DSPace	
  digital	
  repositories.	
  	
  
                                                           hIp://opacial.sourceforge.net	
  
Opacial	
  func/onali/es:	
  	
  
  Users	
  insert	
  tags,	
  annota/ons	
  
  Faceted	
  naviga/on	
  by	
  social	
  tags,	
  
   subject	
  headings,	
  item	
  type,	
  year	
  	
  
  Integra/on	
  with	
  the	
  University’s	
  
   digital	
  repository,	
  named	
  
   Pandemos	
  	
  

                                                                                                                         6	
  
The	
  OPACIAL	
  System	
  (2/2) 	
     	
           	
  	
  
                                                      In	
  latest	
  version,	
  
                                                      OPACIAL	
  provides	
  	
  
                                                      personal	
  space	
  	
  for	
  the	
  
                                                      management	
  of	
  the	
  
                                                      library	
  	
  resources	
  and	
  	
  
                                                      tags	
  
Management	
  of	
  
favorite	
  resources	
  




                                                             Personomy	
  	
  
                                                             management	
  
Tagging,	
  Annota/ng,	
  
Ranking	
  and	
  User	
  
Opinion	
  	
  




                                                                               7	
  
Preliminary	
  	
  experimental	
  study	
  	
  
  Experimental	
  study	
  	
  
      Evalua/on	
  by	
  20	
  users	
  	
  
      Scenario	
  
      Inserted	
  more	
  than	
  500	
  tags	
  
      Interviews	
  	
  
  Criteria	
  	
  
      Usability	
  (learn	
  ability,	
  naviga/on,	
  informa/on	
  
       architecture,	
  aesthi/cs	
  
      Usefulness	
  (relevance,	
  reliability,	
  format,	
  
       /meliness)	
  
      Sa/sfac/on	
  	
                                                  8	
  
Results	
  
     Social	
  tagging	
  is	
  found	
  as	
  a	
  usable	
  and	
  useful	
  
      func/onality	
  
          Users	
  use	
  it	
  either	
  to	
  describe	
  more	
  precisely	
  the	
  OPAC	
  
           records,	
  or	
  to	
  correct	
  a	
  wrong	
  subject	
  term	
  
     The	
  co-­‐existence	
  of	
  subject	
  index	
  and	
  folksonomy	
  
      improve	
  the	
  informa/on	
  seeking	
  effec/veness	
  
     Users	
  suggested	
  to	
  add	
  tags	
  in	
  order	
  to	
  create	
  
      folksonomies	
  and	
  created	
  bibliography	
  lists	
  
     Finally	
  found	
  OPACIAL	
  quite	
  sa/sfactory	
  and	
  the	
  
      usability	
  criteria	
  (naviga/on	
  &	
  aesthe/cs)	
  are	
  
      highly	
  rated.	
  
                                                                                               9	
  
Tag	
  analysis	
  research	
  	
  
  The	
  stages	
  of	
  the	
  proposed	
  methodology	
  decompose	
  
   the	
  general	
  problem	
  to	
  the	
  following	
  research	
  
   ques/ons:	
  
      Is	
  it	
  possible	
  to	
  categorize	
  the	
  social	
  tags	
  in	
  order	
  to	
  
       inves/gate	
  the	
  users’	
  subject	
  indexing	
  trends?	
  
      Do	
  the	
  social	
  tags	
  contribute	
  to	
  the	
  improvement	
  of	
  the	
  
       subject	
  index	
  of	
  an	
  informa/on	
  organiza/on	
  and	
  how?	
  
      How	
  expert-­‐based	
  and	
  user-­‐based	
  subject	
  indexing	
  
       processes	
  could	
  be	
  integrated	
  in	
  a	
  symbio/c,	
  coopera/ve	
  
       environment?	
  	
  

                                                                                               10	
  
Tag	
  analysis	
  methodology	
  




                                     11	
  
Collec,ng	
  Tags	
  and	
  Studying	
  Their	
  Morphology	
  
  Morphology	
  as	
  lexical	
  units	
  (single	
  words	
  or	
  phrases,	
  language,	
  abbrevia/ons,	
  
   plural	
  or	
  singular,	
  	
  orthographical	
  errors,	
  names	
  or	
  abstracts	
  en//es).	
  
  Table	
  1	
  shows	
  that	
  as	
  the	
  number	
  of	
  subject	
  headings	
  per	
  record	
  increases,	
  
   the	
  number	
  of	
  the	
  tags	
  decreases.	
  This	
  result	
  confirms	
  the	
  assump/on	
  that	
  
   tagging	
  plays	
  an	
  enhancing	
  role	
  to	
  weak	
  subject	
  descrip/ons.	
  




                                                                                                               12	
  
Es,ma,on	
  of	
  the	
  Tags’	
  Value	
  
  582	
  tags	
  revealed	
  the	
  following	
  types	
  of	
  tagging	
  behaviors:	
  
        enhance	
  /	
  refine	
  the	
  thema/c	
  descrip/on	
  of	
  a	
  record,	
  manifested	
  by	
  two	
  
         par/al	
  behaviors	
  (80%):	
  
              	
  uses	
  terms	
  that	
  belong	
  in	
  the	
  authority	
  file	
  as	
  tags	
  but	
  not	
  for	
  the	
  par/cular	
  
               record	
  
              adds	
  new	
  terms,	
  disjoint	
  from	
  the	
  authority	
  file	
  descriptors.	
  
        correct	
  the	
  thema/c	
  descrip/on	
  of	
  a	
  record,	
  to	
  propose	
  more	
  accurate	
  
         terms	
  for	
  the	
  par/cular	
  bibliographic	
  records	
  (2,1	
  %).	
  
        both	
  of	
  them,	
  the	
  inser/on	
  of	
  new	
  terms,	
  disjoint	
  to	
  the	
  local	
  authority	
  
         terms,	
  expressing	
  new	
  concepts	
  or	
  synonyms	
  (3,8	
  %	
  )	
  
        without	
  significant	
  value	
  (13,4	
  %)	
  
  46.2%	
  (269	
  tags)	
  of	
  the	
  total	
  amount	
  of	
  tags	
  is	
  not	
  present	
  in	
  the	
  
   exis/ng	
  authority	
  file	
  

                                                                                                                                        13	
  
Folksonomy	
  and	
  KOS	
  :	
  overlap	
  matching	
  	
  
                      Number of tags that exist in other KOS (percentages inside parentheses)
                          LCSH                NDC                  SSIT
                         Authority          Thesaurus            Thesaurus          Wikipedia     WordNet
 Exist exactly           76 (28.3)            26 (9.7)            35(13.0)          166 (61.7)     26 (9.7)
 Not exist               176 (65.4)          229 (85.1)          234 (87.0)          66 (24.5)    243 (90.3)
 Exist by Reference       17 (6.3)            14 (5.2)                -              37 (13.8)         -
 Total                  269 (100.0)         269 (100.0)         269 (100.0)         269 (100.0)   269 (100.0)

  5	
  systems	
  were	
  selected	
  with	
  criteria:	
  coverage,	
  language	
  and	
  
   relevance	
  
  LC	
  authori/es	
  cover	
  the	
  34.6%	
  of	
  the	
  269	
  “missing	
  tags”	
  (28.3%	
  
   in	
  main	
  entries	
  and	
  6.3%	
  as	
  non-­‐preferred	
  terms)	
  
  166	
  of	
  the	
  tags	
  (61.7%)	
  existed	
  as	
  ar/cles	
  in	
  Wikipedia,	
  which	
  
   follows	
  closely	
  the	
  vocabulary	
  evolu/on	
  of	
  the	
  scien/fic	
  
   communi/es	
  
                                                                                                                14	
  
Folksonomy	
  and	
  KOS	
  :	
  seman,c	
  assesment	
  	
  
   Inves/ga/on	
  of	
  the	
  seman/c	
  rela/on	
  between	
  the	
  	
  
    folksonomy	
  tags	
  and	
  the	
  local	
  authority	
  file	
  terms	
  
        For	
  each	
  record	
  ek	
  we	
  observe	
  the	
  seman/c	
  rela/on	
  rij	
  
         between	
  the	
  pairs	
  (ti	
  and	
  sj	
  )	
  that	
  correspond	
  to	
  the	
  tags	
  (ti)	
  and	
  
         the	
  subject	
  headings	
  (sj)	
  used	
  for	
  the	
  thema/c	
  descrip/on	
  of	
  ek	
  
        1420	
  pairs	
  (ti,	
  sj)	
  were	
  generated,	
  1125	
  are	
  unique.	
  
   Example:	
  the	
  pair	
  ‘archetype’	
  –	
  ‘Symbolism	
  (Psychology)’,	
  	
  
    	
  in	
  LC	
  authori/es	
  :	
  subject	
  heading	
  ‘Archetype	
  (Psychology)’	
  	
   	
  
               	
        	
  	
  	
  	
  	
  	
  associa/ve	
  rela/on	
  ‘Symbolism	
  (Psychology)’.	
  
   The	
  majority	
  of	
  the	
  pairs	
  are	
  not	
  correlated	
  in	
  any	
  KOS	
  (60.6%)	
  
   Once	
  more,	
  Wikipedia	
  includes	
  the	
  majority	
  of	
  the	
  correlated	
  
        pairs.	
  
                                                                                                               15	
  
Resuming	
  tag	
  exploita,on	
  
  (a)	
  the	
  macro	
  decision-­‐     (b)	
  the	
  micro	
  decision	
  
   making	
  level	
                       making	
  level:	
  	
  
                                              par/cular	
  ac/ons	
  and	
  
                                               tasks	
  regarding	
  the	
  inter-­‐
                                               rela/ons	
  of	
  tags	
  and	
  
                                               headings	
  
                                              Three	
  steps	
  proposed:	
  
                                                   Crea/ng	
  new	
  subject	
  
                                                    headings	
  (new	
  
                                                    terminology)	
  
                                                   Correc/on	
  the	
  thema/c	
  
                                                    descrip/on	
  	
  
                                                   Crea/on	
  of	
  rich	
  references	
  
                                                                                      16	
  
Con,nuing	
  the	
  research	
  	
  
  Does	
  social	
  tagging	
  upgrade	
  the	
  library	
  services?	
  
  Should	
  the	
  library	
  develop	
  a	
  policy	
  for	
  
   encouraging	
  the	
  inser/on	
  of	
  social	
  tags?	
  
  How	
  we	
  could	
  incorporate	
  tags	
  in	
  authori/es?	
  
  Inves/gate	
  the	
  acceptance	
  of	
  social	
  tagging	
  by	
  
   the	
  librarians	
  ?	
  	
  
      Could	
  be	
  exploited	
  to	
  improve	
  the	
  subject	
  indexing	
  of	
  an	
  academic	
  library	
  
       collec/on?	
  
      Assess	
  the	
  seman/c	
  value	
  of	
  the	
  tags	
  with	
  respect	
  to	
  the	
  subject	
  headings.	
  


                                                                                                                  17	
  
New	
  experimental	
  setup	
  
  A	
  sample	
  of	
  30	
  bibliographic	
  records	
  holdings:	
  	
  
      72	
  subject	
  headings,	
  66	
  being	
  unique	
  
      18	
  records	
  in	
  English,	
  1	
  in	
  French,	
  	
  11	
  in	
  Greek	
  
  540	
  tags	
  	
  
      120	
  tags	
  OPACIAL	
  
      420	
  tags	
  LibraryThing	
  
  9	
  subject	
  cataloguers	
  



                                                                                            18	
  
General	
  Observa,ons	
  
  OPACIAL	
  has	
  more	
  representa/ve	
  and	
  accurate	
  tags	
  
   than	
  LibraryThing	
  (60%	
  vs	
  40%).	
  
  OPACIAL	
  hosts	
  material	
  focusing	
  on	
  social	
  sciences	
  
   and	
  serves	
  a	
  scholar	
  community	
  that	
  uses	
  a	
  
   specialized	
  vocabulary.	
  
  LibraryThing	
  is	
  a	
  general-­‐purpose	
  collabora/ve	
  
   cataloguing	
  service,	
  has	
  too	
  general	
  terms.	
  	
  
  Opacial	
  tags	
  usually	
  are	
  narrower	
  terms	
  and	
  Library	
  
   Thing	
  usually	
  are	
  broader	
  terms.	
  


                                                                              19	
  
Analysing	
  the	
  results	
  
  Only	
  21	
  tags	
  are	
  iden/cal	
  to	
  the	
  subjects	
  	
  
  355	
  of	
  tags	
  exist	
  in	
  the	
  library	
  authori/es	
  	
  
  Example:	
  In	
  the	
  record	
  below,	
  34	
  tags,	
  28	
  of	
  them	
  exist	
  in	
  the	
  
   library’s	
  authority	
  	
  file,	
  11	
  could	
  be	
  used	
  in	
  the	
  specific	
  thema/c	
  
   descrip/on	
  ,	
  2	
  new	
  terms	
  	
  




                                                                                                    20	
  
Recommenda,ons	
  for	
  Policy	
  
  Ac/vate	
  user	
  par/cipa/on	
  through	
  the	
  informa/on	
  
   literacy	
  program.	
  
  Create	
  groups	
  of	
  faculty	
  members	
  and	
  post	
  graduate.	
  
  Create	
  a	
  wiki	
  for	
  the	
  communica/on	
  between	
  
   specialized	
  groups	
  -­‐	
  subject	
  librarians	
  
  Use	
  tags	
  as	
  non-­‐preferred	
  terms	
  and	
  add	
  rela/ons	
  to	
  the	
  
   corresponding	
  preferred.	
  
  Create	
  authority	
  records	
  “out	
  of	
  the	
  LCSH	
  fron/ers”,	
  
   especially	
  in	
  cases	
  the	
  tags	
  are	
  iden/cal	
  to	
  Wikipedia	
  
   entries.	
  

                                                                                     21	
  
Further	
  research	
  issues	
  	
  

  Compara/ve	
  analysis	
  of	
  folksonomies	
  with	
  
   other	
  knowledge	
  organiza/ons	
  systems	
  
  Analyzing	
  user	
  seeking	
  behavior	
  in	
  a	
  opac	
  
   enhanced	
  with	
  a	
  tagging	
  func/onality.	
  
  And	
  finally,	
  why	
  users	
  insert	
  tags	
  in	
  resources	
  	
  
      Informa/on	
  retrieval	
  aspects	
  	
  	
  
      User	
  communica/on	
  	
  
      Scholarly	
  terminology	
  evolu/on	
  	
  

                                                                            22	
  
  Thank	
  you	
  for	
  your	
  anen/on	
  !	
  

  Ques/ons	
  




                                                     23	
  

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The exploitation of social tagging systems in libraries

  • 1. The  exploita,on  of  social   tagging  systems  in  libraries     Constan,a  Kakali,  Christos  Papatheodorou   Database  &  Informa/on  systems  group   Laboratory  on  Digital  Libraries  and  Electronic  Publishing   Department  of  Archive  and  Library  Sciences,  Ionian  University,  Corfu,  Greece   …………………………………  
  • 2. Contents     Social  tagging     Limita/ons  of  Folksonomies         Social  tagging  systems  in  libraries     Opacial  system     Preliminary  experimental  study       Tag  analysis  and  tag  es/ma/on     Tag  methodology  proposal       Policy  issues     2  
  • 3. Social  tagging     The  social  tagging  has  grown  in  popularity  on  the  web-­‐based   services       Add  bookmarks  of  sites  they  like  to  their  personal  collec/ons  of  links     Organize  and  categorize  these  sites  by  adding  their  own  terms,  or  tags     Share  this  collec/on  with  other  people  with  the  same  interests       Tags  are  metadata  elements  described  resources  and  applied   by  users.     The  set  of  the  tags  introduced  for  a  resource  is  called   folksonomy,  which  it  could  be  presented  as  a  tag  cloud   3  
  • 4. Limita,ons  of  folksonomies       Synonyms     Homonyms     Polysemy     No  defined  rela/ons  (e.g.,  broader,  narrower,   and  associa/ve  terms).     Ampiquity     Specificity     Syntax   4  
  • 5. Social  tagging  systems  in  libraries       Penntaggs     New  opacs  2.0  (Scriblio,  VuFind,  Primo,   Aquabrowser)     Mtagger       LibraryThing   5  
  • 6. The  OPACIAL  System  (1/2)           Feedback  &  collabora,on   Developed  by  Panteion  University   among  users   Library,  Athens,  Greece,    OPACIAL  is  an   Online  Public  Catalog  System  which   uses  Web  2.0  technologies.  It  u/lizes   library  catalogs  using  the  Z39.50   protocol  and  it  can  also  connect  to   DSPace  digital  repositories.     hIp://opacial.sourceforge.net   Opacial  func/onali/es:       Users  insert  tags,  annota/ons     Faceted  naviga/on  by  social  tags,   subject  headings,  item  type,  year       Integra/on  with  the  University’s   digital  repository,  named   Pandemos     6  
  • 7. The  OPACIAL  System  (2/2)         In  latest  version,   OPACIAL  provides     personal  space    for  the   management  of  the   library    resources  and     tags   Management  of   favorite  resources   Personomy     management   Tagging,  Annota/ng,   Ranking  and  User   Opinion     7  
  • 8. Preliminary    experimental  study       Experimental  study       Evalua/on  by  20  users       Scenario     Inserted  more  than  500  tags     Interviews       Criteria       Usability  (learn  ability,  naviga/on,  informa/on   architecture,  aesthi/cs     Usefulness  (relevance,  reliability,  format,   /meliness)     Sa/sfac/on     8  
  • 9. Results     Social  tagging  is  found  as  a  usable  and  useful   func/onality     Users  use  it  either  to  describe  more  precisely  the  OPAC   records,  or  to  correct  a  wrong  subject  term     The  co-­‐existence  of  subject  index  and  folksonomy   improve  the  informa/on  seeking  effec/veness     Users  suggested  to  add  tags  in  order  to  create   folksonomies  and  created  bibliography  lists     Finally  found  OPACIAL  quite  sa/sfactory  and  the   usability  criteria  (naviga/on  &  aesthe/cs)  are   highly  rated.   9  
  • 10. Tag  analysis  research       The  stages  of  the  proposed  methodology  decompose   the  general  problem  to  the  following  research   ques/ons:     Is  it  possible  to  categorize  the  social  tags  in  order  to   inves/gate  the  users’  subject  indexing  trends?     Do  the  social  tags  contribute  to  the  improvement  of  the   subject  index  of  an  informa/on  organiza/on  and  how?     How  expert-­‐based  and  user-­‐based  subject  indexing   processes  could  be  integrated  in  a  symbio/c,  coopera/ve   environment?     10  
  • 12. Collec,ng  Tags  and  Studying  Their  Morphology     Morphology  as  lexical  units  (single  words  or  phrases,  language,  abbrevia/ons,   plural  or  singular,    orthographical  errors,  names  or  abstracts  en//es).     Table  1  shows  that  as  the  number  of  subject  headings  per  record  increases,   the  number  of  the  tags  decreases.  This  result  confirms  the  assump/on  that   tagging  plays  an  enhancing  role  to  weak  subject  descrip/ons.   12  
  • 13. Es,ma,on  of  the  Tags’  Value     582  tags  revealed  the  following  types  of  tagging  behaviors:     enhance  /  refine  the  thema/c  descrip/on  of  a  record,  manifested  by  two   par/al  behaviors  (80%):      uses  terms  that  belong  in  the  authority  file  as  tags  but  not  for  the  par/cular   record     adds  new  terms,  disjoint  from  the  authority  file  descriptors.     correct  the  thema/c  descrip/on  of  a  record,  to  propose  more  accurate   terms  for  the  par/cular  bibliographic  records  (2,1  %).     both  of  them,  the  inser/on  of  new  terms,  disjoint  to  the  local  authority   terms,  expressing  new  concepts  or  synonyms  (3,8  %  )     without  significant  value  (13,4  %)     46.2%  (269  tags)  of  the  total  amount  of  tags  is  not  present  in  the   exis/ng  authority  file   13  
  • 14. Folksonomy  and  KOS  :  overlap  matching     Number of tags that exist in other KOS (percentages inside parentheses) LCSH NDC SSIT Authority Thesaurus Thesaurus Wikipedia WordNet Exist exactly 76 (28.3) 26 (9.7) 35(13.0) 166 (61.7) 26 (9.7) Not exist 176 (65.4) 229 (85.1) 234 (87.0) 66 (24.5) 243 (90.3) Exist by Reference 17 (6.3) 14 (5.2) - 37 (13.8) - Total 269 (100.0) 269 (100.0) 269 (100.0) 269 (100.0) 269 (100.0)   5  systems  were  selected  with  criteria:  coverage,  language  and   relevance     LC  authori/es  cover  the  34.6%  of  the  269  “missing  tags”  (28.3%   in  main  entries  and  6.3%  as  non-­‐preferred  terms)     166  of  the  tags  (61.7%)  existed  as  ar/cles  in  Wikipedia,  which   follows  closely  the  vocabulary  evolu/on  of  the  scien/fic   communi/es   14  
  • 15. Folksonomy  and  KOS  :  seman,c  assesment       Inves/ga/on  of  the  seman/c  rela/on  between  the     folksonomy  tags  and  the  local  authority  file  terms     For  each  record  ek  we  observe  the  seman/c  rela/on  rij   between  the  pairs  (ti  and  sj  )  that  correspond  to  the  tags  (ti)  and   the  subject  headings  (sj)  used  for  the  thema/c  descrip/on  of  ek     1420  pairs  (ti,  sj)  were  generated,  1125  are  unique.     Example:  the  pair  ‘archetype’  –  ‘Symbolism  (Psychology)’,      in  LC  authori/es  :  subject  heading  ‘Archetype  (Psychology)’                    associa/ve  rela/on  ‘Symbolism  (Psychology)’.     The  majority  of  the  pairs  are  not  correlated  in  any  KOS  (60.6%)     Once  more,  Wikipedia  includes  the  majority  of  the  correlated   pairs.   15  
  • 16. Resuming  tag  exploita,on     (a)  the  macro  decision-­‐   (b)  the  micro  decision   making  level   making  level:       par/cular  ac/ons  and   tasks  regarding  the  inter-­‐ rela/ons  of  tags  and   headings     Three  steps  proposed:     Crea/ng  new  subject   headings  (new   terminology)     Correc/on  the  thema/c   descrip/on       Crea/on  of  rich  references   16  
  • 17. Con,nuing  the  research       Does  social  tagging  upgrade  the  library  services?     Should  the  library  develop  a  policy  for   encouraging  the  inser/on  of  social  tags?     How  we  could  incorporate  tags  in  authori/es?     Inves/gate  the  acceptance  of  social  tagging  by   the  librarians  ?       Could  be  exploited  to  improve  the  subject  indexing  of  an  academic  library   collec/on?     Assess  the  seman/c  value  of  the  tags  with  respect  to  the  subject  headings.   17  
  • 18. New  experimental  setup     A  sample  of  30  bibliographic  records  holdings:       72  subject  headings,  66  being  unique     18  records  in  English,  1  in  French,    11  in  Greek     540  tags       120  tags  OPACIAL     420  tags  LibraryThing     9  subject  cataloguers   18  
  • 19. General  Observa,ons     OPACIAL  has  more  representa/ve  and  accurate  tags   than  LibraryThing  (60%  vs  40%).     OPACIAL  hosts  material  focusing  on  social  sciences   and  serves  a  scholar  community  that  uses  a   specialized  vocabulary.     LibraryThing  is  a  general-­‐purpose  collabora/ve   cataloguing  service,  has  too  general  terms.       Opacial  tags  usually  are  narrower  terms  and  Library   Thing  usually  are  broader  terms.   19  
  • 20. Analysing  the  results     Only  21  tags  are  iden/cal  to  the  subjects       355  of  tags  exist  in  the  library  authori/es       Example:  In  the  record  below,  34  tags,  28  of  them  exist  in  the   library’s  authority    file,  11  could  be  used  in  the  specific  thema/c   descrip/on  ,  2  new  terms     20  
  • 21. Recommenda,ons  for  Policy     Ac/vate  user  par/cipa/on  through  the  informa/on   literacy  program.     Create  groups  of  faculty  members  and  post  graduate.     Create  a  wiki  for  the  communica/on  between   specialized  groups  -­‐  subject  librarians     Use  tags  as  non-­‐preferred  terms  and  add  rela/ons  to  the   corresponding  preferred.     Create  authority  records  “out  of  the  LCSH  fron/ers”,   especially  in  cases  the  tags  are  iden/cal  to  Wikipedia   entries.   21  
  • 22. Further  research  issues       Compara/ve  analysis  of  folksonomies  with   other  knowledge  organiza/ons  systems     Analyzing  user  seeking  behavior  in  a  opac   enhanced  with  a  tagging  func/onality.     And  finally,  why  users  insert  tags  in  resources       Informa/on  retrieval  aspects         User  communica/on       Scholarly  terminology  evolu/on     22  
  • 23.   Thank  you  for  your  anen/on  !     Ques/ons   23