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Exploring Functionality Indicators for
  Web-Scale Discovery Service
   資源探索服務之功能評估指標
        柯皓仁 Hao-Ren Ke
    國立臺灣師範大學圖書資訊學研究所
   Graduate Institute of Library and Information Studies,
           National Taiwan Normal University



                                                            1
Outline
Introduction
Central Index
Discovery Layer
WSD Evaluation Criteria
Conclusion




                          2
INTRODUCTION


               3
Introduction
Electronic resources and materials
expenditure soars
Users choose search engines as their “portal”
for information
  One stop service
  Simple search interface
  Enormous and diverse information in one system
  The principle of least effort
    Quality vs. availability




                                                   4
ARL圖書資料總經費與電子資源經費
      平均成長幅度




                    5
Electronic Resources and Materials
                      Expenditures in ARL University
                           Libraries, 1992-2010
                                                                 2005-06               2006-07           2007-08           2008-09           2009-10
a. Computer File Expenditures (monographic/onetime)
Total                                                                  $48,793,981         $59,808,658       $73,102,024       69,148,203        78,775,329
Average                                                                   $478,372            $558,959          $676,574          628,620           709,688
Median                                                                    $336,338            $352,802          $410,202          363,746           511,334
N                                                                              102                 107               108              110               111
b. Electronic Serial Expenditures
Total                                                                $383,127,163         $476,225,086      $554,637,844      637,458,376       714,622,502
Average                                                                $3,547,474           $4,290,316        $5,042,162        5,691,593         6,268,618
Median                                                                 $3,349,709           $4,240,530        $4,899,366        5,337,237         6,044,532
N                                                                             108                  111               110              112               114
c. Total Electronic Resources (Total a+b)
Total                                                                $431,921,144         $536,033,744      $627,707,869      706,606,579       793,397,831
Average                                                                $3,962,579           $4,786,016        $5,655,026        6,253,156         6,959,630
Median                                                                 $3,792,873           $4,661,123        $5,410,421        5,854,147         6,689,378
N                                                                             109                  112               111              113               114
Total Library Materials Expenditures**
                                                                                                                            1,315,122,261
Total                                                            1,109,340,878           1,213,082,871     1,279,690,962                      1,335,309,871
                                                                                                                               11,638,250
Average                                                          10,177,439                 10,831,097        11,528,747                         11,713,244
                                                                                                                               10,364,778
Median                                                              9,156,974                9,597,677        10,416,077                         10,529,327
N                                                                                109               112               111              113               114
Electronic Resources Expenditures as a Percent of Total
Materials Expenditures
Average                                                                        40.93             46.55             51.46             56.33             62.24
Median                                                                         43.14             47.68             53.06             57.03             62.70
N                                                                                109               112               111               113               114
Expenditures for Bibliographic Utilities, Networks, etc. (External)
Total                                                                    $15,930,476       $18,931,797       $21,079,241       21,695,047        22,546,140
Average                                                                     $318,610          $225,379          $242,290          235,816           230,063
Median                                                                      $143,649           $33,247           $54,750           44,745            19,326
N                                                                                 50                84                87               92                98

                                                                                                                                                               6
Discovery and Delivery
Discovery – let me find relevant information
  Bibliographic information, citation metadata,
  subject descriptor, (author) keywords, (author)
  abstract, full-text indexing
  OPAC, A&I databases, citation databases
Delivery – let me GET the information I find
  Physical information – Book shelves, ILL
  Electronic information – E-journal systems,
  Aggregator databases, ILL
ONE-STOP SERVICE?


                                                    7
Discovery and Delivery Tools
WebOPAC + 856
A-Z database / e-journal list
Feberated search system
OpenURL Link Resolver

ONE-STOP SERVICE?




                                8
Federated Search
   Metasearch, parallel search, federated
   search, broadcast search, cross-database
   search, search portal
       Allows search and retrieval to cross multiple
       databases, sources, platforms, protocols, and
       vendors at once
                    Unified UI


            Broker/Agent/Value-added Service


Electronic Resource 1   Electronic Resource 2   Electronic Resource 3
                                                                        9
Complaint about Federated
          Search
Complicated interface
  Which databases can be crossly searched?
  Max. number of databases to be crossly searched
Slow response time (or connection timeout) –
distributed search on-the fly
Poor relevant ranking
Poor de-duplication




                                                10
Web-Scale Discovery Service
Superstar for one-stop service in the library ?
Google can. WE can too. (Ah, who are “we”?)
Web-scale discovery (WSD) service
  Google(-scholar)-like one-stop service, simple
  search (discovery) interface, excellent relevance
  ranking, effective information delivery
  Two important characteristics
    Pre-harvested central index
    Discovery layer




                                                      11
WSD Products
Innovative Interfaces Encore Synergy
EBSCO Discovery Services
Ex Libris Primo Central
OCLC WorldCat Local
Serials Solution Summon




                                       12
Proclamation




               13
Sites Used for Testing
EBSCO Discovery Services (EDS)
  澳門科技大學圖書館
  臺灣師範大學圖書館
Ex Libris Primo Central (and Primo)
  交通大學圖書館
Serials Solution Summon
  中央研究院

     Due to user authentication, I may not
     discover all the functions in a system.




                                               14
CENTRAL INDEX


                15
Pre-harvested central Index
The central index periodically pre-harvests
metadata and full-texts from various
information sources, normalizes them into a
unified schema, and uses the techniques of
information retrieval for indexing
  The contents harvested into the central index
  comprise the contents that can be discovered from
  a Web-scale discovery service
  Information sources
    Local collection
    Global resources


                                                  16
Pre-harvested central Index
   Physical
 Holdings (ILS)


  Institutional                A&I DB          Citation DB
 Repository (IR)              E-Journals        E-Books

                                    DA             IR
    Digital
 Archives (DA)                       Lib Collections
                                           …
    Various
    CMSs

 Local collection                        Global resources


                    Pre-harvested
                    central Index

                                                             17
Information Sources of the
      central Index (CI)
Library supplied data
  MARC records from ILS
  Metadata records from IRs, DAs, and CMSs
Open access data
  arXiv.org, e-Prints, Hindawi Publishing, DOAJ
Publisher metadata and full text
WSD-licensed material
Mutually licensed material

  Ask WSD vendors to give you
  an overlapping report
                                 (Hoeppner, 2012)
                                                    18
Metadata and Full Text in CI
Metadata types
  MARC, Dublin core, EAD
  Generic XML
Levels of metadata
  Citation metadata:
  identifier, contributor, title, date, edition, place
  published, publisher, URL, context
  Subject descriptors
  (Author-supplied) keywords and abstracts
  Full text
    Full texts are used for (full-text) indexing/search

                                                           19
20
De-Duplication Strategy?




                           21
Factors Affecting the Content
  Available to MY Library
The five types of content in CI
How many contents subscribed by MY library
are covered by CI
Does MY library want users to DISCOVER
any contents that are not subscribed
  Difficult to DELIVERY?
  Use OpenURL LinkResolver to connect to NDDS
  or Rapid ILL?




                              (Hoeppner, 2012)
                                                 22
Watch Out! Coverage!
A WSD vendor may claim its contents
covering X% of the contents in Y database
  The WSD vendor may negotiate with a publisher
  directly to license the publisher’s contents
Do you appreciate the value-added process
conducted by the vendor of Y?
  Levels of metadata
So… can MY library cancel Y?
  Some WSD service may recommend databases
  according to a user’s query


                                                  23
Steps for Importing Library
   Supplied Data into CI
Data mapping: MARC  WSD schema
  Flexible MARC mapping mechanism
  Search and display fields
  CMARC, US-MARC , MARC21 to WSD schema?
  How to markup NEW, DELETE, UPDATE records?
Data extraction                   (Daniels & Roth, 2012)
  OAI-PMH? FTP?
  Automated process? Frequency? De-duplication?
  Report?                        Metadata quality
                                        is essential
Verification
  Integrate the verification process into daily routine
                                                           24
Data Mapping Worksheet




               (Daniels & Roth, 2012)
                                        25
Record Coding System
Record code Match on MARC ID          Action
N or D          YES                   Remove record from CI
X or -          YES                   Update record in CI
N or D          NO                    Don’t add record to CI
X or -          NO                    Add record to CI


•   N = suppressed from public view
•   D = record ready for delete
•   X = available for public view
•   - = available for public view




                                         (Daniels & Roth, 2012)
                                                                  26
DISCOVERY LAYER


                  27
Discovery Layer
The user interface and search system for
discovering, displaying, and interacting with
the content in library systems, such as a WSD
central index
Functionality
  Google-like simple search and advanced search
  Query refinement and faceted browsing
  Relevance ranking
  Display and delivery
  Branding and customization
  Personalized and community service
                                                  28
Google-like Simple Search and
      Advanced Search
Query fields
Boolean logic, relation
logic, truncation, wildcards
Contain, equal to, start with
Phrase, adjacent, stopwords
Spelling suggestion / do you mean?
Integration with Federated Search System

Can the search box be embedded into library
web sites, LCMSs, subject guides?
                                              29
Google-like Simple Search




                            30
Advanced Search




                  31
Visual Search




                32
Why Federated Search System?
     Physical
   Holdings (ILS)


    Institutional                A&I DB          Citation DB
   Repository (IR)              E-Journals        E-Books

                                      DA             IR
      Digital
   Archives (DA)                       Lib Collections
                                             …
      Various
      CMSs

   Local collection                        Global resources


                      Pre-harvested
                      central Index

                                                               33
Integration with Federated
      Search System




                             34
Result Display
Brief / detail view
Query-term highlighting
Material-type-specific icons
Cover images
Full-text-available highlighting
Material-type-specific metadata
ILS integration
Full-text downloading (directly or though
OpenURL Link Resolver)

                                            35
ILS Integration




                  36
Search History and
          Result Export
Search history            Result export
  Query strategies of       Mark and save search
  current session           results
  Query strategies          Print, email, and
  combination               search results
  Query strategy            Export search results
  modification              to bibliographic
  Save query strategies     management software
  Create SDI from           Support APA, MLA,
  query strategies          Chicago



                                               37
Search History and
  Result Export




                     38
Query Refinement and
 Faceted Browsing




                       39
Relevance Ranking
TF*IDF
  Term frequency * Inverse Document Frequency
Occurrence of query terms in important
metadata fields
Adjacency of query terms in metadata/full text
Currency of information
Type-specific parameters
Increase the ranking of library-supplied data



                                                40
Branding and Customization
Template
Header/footer customization: naming, logo,
hyperlinks
Color scheme
Customize interfaces for different group of
users
Provide API/Web services for customization
Widget
Value-added contents (Google Books Preview,
Amazon…)
                                         41
Branding and Customization
          (Cont.)




                             42
Personalized Services
Integrate with library’s authentication
mechanism (EzProxy, LDAP, ILS…)
Personalized page layout
Save query
Selective Dissemination of Information (SDI)
Integrate with the personalized service of ILS




                                                 43
Community Services
Review / comment
Tagging
Share with social networks (Facebook, Twitter)
Share with social bookmarks (Delicious,
Connotea)




                                            44
User Authentication and
    Result Display




                          45
User Authentication and
 Result Display (Cont.)




                          46
Integrate with the Personalized
         Service of ILS




                                  47
WSD EVALUATION CRITERIA


                          48
Central Index
Scope and depth of content being indexed,
including CHINESE content
Fitness of content being indexed with the
requirement of MY library
License between WSD and publishers,
database vendors, aggregators
Richness and consistency of metadata
included in CI
Frequency of content updates
Ease of incorporating local content

                                            49
Discovery Layer
Usability of discovery layer
Simple and ease-of-use query interface
Quality of query results (like relevance
ranking)
Customization of query and relevance ranking
Query refinement and faceted navigation
Integration with the library’s existing systems
New user environment support (like mobile
WSD and community services)


                                              50
Fitness with the Library
Ease of implementation
Compatibility with existing software and
content
Response speed for user requirements and
problems
Mid- and long-term development plan
Overall evaluation about the vendor




                                           51
Pricing and Implementation
           Model
Purchase or subscription
Local implementation or cloud service (SaaS)
Pricing model (FTE, size of library supplied
data…)
Maintenance or subscription fee




                                           52
CONCLUSION


             53
54
Reference
ARL (n.d.). Electronic Resources and Materials Expenditures in ARL University Libraries, 1992-2010. Retrieved from
http://www.arl.org/bm~doc/t7_emat_intro.xls.
ANDS(n.d.). Citation of datasets and collections. Retrieved from http://ands.org.au/guides/cpguide/cpgcitation.html.
Breeding, M. (2011). Automation marketplace 2011: The new frontier. Library Journal, 136(6). Retrieved rom
http://www.libraryjournal.com/lj/home/889533-264/automation_marketplace_2011_the_new.html.csp.
Daniel, J. & Roth, P. (2012). Incorporating Millennium catalog records into Serials Solutions' Summon. Technical
Services Quarterly, 29, 193-199.
Gross, J. & Sheridan, L. (2011). Web scale discovery: the user experience. New Library World, 12(5/6), 236-247.
Hoeppner, A. (2012). The ins and outs of evaluating Web-scale discovery services. Computers in Libraries, 32(3), 6-10,
38-40.
Luther, J. & Kelly, M. C. (2011). The next generation of discovery. Library Journal, 136(5), 66-71. Retrieved from
http://www.libraryjournal.com/lj/home/889250-264/the_next_generation_of_discovery.html.csp.
Manning, C. D., Raghavan, P., and Schutze, H. (2008). Introduction to Information Retrieval. Cambridge University
Press.
Miller,   P.     (2006).    Library   2.0:    The      challenge    of    disruptive   innovation.   Retrieved     from
http://cmapspublic2.ihmc.us/rid=1211299379745_1806224281_20373/447_Library_2_prf1.pdf
OCLC       (2005).       Perceptions     of      library     and     information     resources.     Retrieved      from
http://www.oclc.org/reports/pdfs/Percept_all.pdf.
Vaughan, J. (2011). Web scale discovery services. Library Technology Reports, 47(1).
柯皓仁(2011)。圖書館自動化與數位化—綜述。中華民國一百年圖書館年鑑。頁157-164。
黃明居(2011)。圖書館自動化與數位化—次世代圖書館館藏整合查詢系統。中華民國一百年圖書館年鑑。頁164-166。
黃鴻珠(2011)。大專校院圖書館—綜述。中華民國一百年圖書館年鑑。頁95-108。
麥綺雯(2012)。如何挑選合適的探索工具—香港教育學院圖書館的經驗分享。2012年第十一屆海峽兩岸圖書資訊學學術
研討會論文集A輯(頁295-306)。




                                                                                                                   55

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資源探索服務之功能評估指標

  • 1. Exploring Functionality Indicators for Web-Scale Discovery Service 資源探索服務之功能評估指標 柯皓仁 Hao-Ren Ke 國立臺灣師範大學圖書資訊學研究所 Graduate Institute of Library and Information Studies, National Taiwan Normal University 1
  • 4. Introduction Electronic resources and materials expenditure soars Users choose search engines as their “portal” for information One stop service Simple search interface Enormous and diverse information in one system The principle of least effort  Quality vs. availability 4
  • 6. Electronic Resources and Materials Expenditures in ARL University Libraries, 1992-2010 2005-06 2006-07 2007-08 2008-09 2009-10 a. Computer File Expenditures (monographic/onetime) Total $48,793,981 $59,808,658 $73,102,024 69,148,203 78,775,329 Average $478,372 $558,959 $676,574 628,620 709,688 Median $336,338 $352,802 $410,202 363,746 511,334 N 102 107 108 110 111 b. Electronic Serial Expenditures Total $383,127,163 $476,225,086 $554,637,844 637,458,376 714,622,502 Average $3,547,474 $4,290,316 $5,042,162 5,691,593 6,268,618 Median $3,349,709 $4,240,530 $4,899,366 5,337,237 6,044,532 N 108 111 110 112 114 c. Total Electronic Resources (Total a+b) Total $431,921,144 $536,033,744 $627,707,869 706,606,579 793,397,831 Average $3,962,579 $4,786,016 $5,655,026 6,253,156 6,959,630 Median $3,792,873 $4,661,123 $5,410,421 5,854,147 6,689,378 N 109 112 111 113 114 Total Library Materials Expenditures** 1,315,122,261 Total 1,109,340,878 1,213,082,871 1,279,690,962 1,335,309,871 11,638,250 Average 10,177,439 10,831,097 11,528,747 11,713,244 10,364,778 Median 9,156,974 9,597,677 10,416,077 10,529,327 N 109 112 111 113 114 Electronic Resources Expenditures as a Percent of Total Materials Expenditures Average 40.93 46.55 51.46 56.33 62.24 Median 43.14 47.68 53.06 57.03 62.70 N 109 112 111 113 114 Expenditures for Bibliographic Utilities, Networks, etc. (External) Total $15,930,476 $18,931,797 $21,079,241 21,695,047 22,546,140 Average $318,610 $225,379 $242,290 235,816 230,063 Median $143,649 $33,247 $54,750 44,745 19,326 N 50 84 87 92 98 6
  • 7. Discovery and Delivery Discovery – let me find relevant information Bibliographic information, citation metadata, subject descriptor, (author) keywords, (author) abstract, full-text indexing OPAC, A&I databases, citation databases Delivery – let me GET the information I find Physical information – Book shelves, ILL Electronic information – E-journal systems, Aggregator databases, ILL ONE-STOP SERVICE? 7
  • 8. Discovery and Delivery Tools WebOPAC + 856 A-Z database / e-journal list Feberated search system OpenURL Link Resolver ONE-STOP SERVICE? 8
  • 9. Federated Search Metasearch, parallel search, federated search, broadcast search, cross-database search, search portal Allows search and retrieval to cross multiple databases, sources, platforms, protocols, and vendors at once Unified UI Broker/Agent/Value-added Service Electronic Resource 1 Electronic Resource 2 Electronic Resource 3 9
  • 10. Complaint about Federated Search Complicated interface Which databases can be crossly searched? Max. number of databases to be crossly searched Slow response time (or connection timeout) – distributed search on-the fly Poor relevant ranking Poor de-duplication 10
  • 11. Web-Scale Discovery Service Superstar for one-stop service in the library ? Google can. WE can too. (Ah, who are “we”?) Web-scale discovery (WSD) service Google(-scholar)-like one-stop service, simple search (discovery) interface, excellent relevance ranking, effective information delivery Two important characteristics  Pre-harvested central index  Discovery layer 11
  • 12. WSD Products Innovative Interfaces Encore Synergy EBSCO Discovery Services Ex Libris Primo Central OCLC WorldCat Local Serials Solution Summon 12
  • 14. Sites Used for Testing EBSCO Discovery Services (EDS) 澳門科技大學圖書館 臺灣師範大學圖書館 Ex Libris Primo Central (and Primo) 交通大學圖書館 Serials Solution Summon 中央研究院 Due to user authentication, I may not discover all the functions in a system. 14
  • 16. Pre-harvested central Index The central index periodically pre-harvests metadata and full-texts from various information sources, normalizes them into a unified schema, and uses the techniques of information retrieval for indexing The contents harvested into the central index comprise the contents that can be discovered from a Web-scale discovery service Information sources  Local collection  Global resources 16
  • 17. Pre-harvested central Index Physical Holdings (ILS) Institutional A&I DB Citation DB Repository (IR) E-Journals E-Books DA IR Digital Archives (DA) Lib Collections … Various CMSs Local collection Global resources Pre-harvested central Index 17
  • 18. Information Sources of the central Index (CI) Library supplied data MARC records from ILS Metadata records from IRs, DAs, and CMSs Open access data arXiv.org, e-Prints, Hindawi Publishing, DOAJ Publisher metadata and full text WSD-licensed material Mutually licensed material Ask WSD vendors to give you an overlapping report (Hoeppner, 2012) 18
  • 19. Metadata and Full Text in CI Metadata types MARC, Dublin core, EAD Generic XML Levels of metadata Citation metadata: identifier, contributor, title, date, edition, place published, publisher, URL, context Subject descriptors (Author-supplied) keywords and abstracts Full text  Full texts are used for (full-text) indexing/search 19
  • 20. 20
  • 22. Factors Affecting the Content Available to MY Library The five types of content in CI How many contents subscribed by MY library are covered by CI Does MY library want users to DISCOVER any contents that are not subscribed Difficult to DELIVERY? Use OpenURL LinkResolver to connect to NDDS or Rapid ILL? (Hoeppner, 2012) 22
  • 23. Watch Out! Coverage! A WSD vendor may claim its contents covering X% of the contents in Y database The WSD vendor may negotiate with a publisher directly to license the publisher’s contents Do you appreciate the value-added process conducted by the vendor of Y? Levels of metadata So… can MY library cancel Y? Some WSD service may recommend databases according to a user’s query 23
  • 24. Steps for Importing Library Supplied Data into CI Data mapping: MARC  WSD schema Flexible MARC mapping mechanism Search and display fields CMARC, US-MARC , MARC21 to WSD schema? How to markup NEW, DELETE, UPDATE records? Data extraction (Daniels & Roth, 2012) OAI-PMH? FTP? Automated process? Frequency? De-duplication? Report? Metadata quality is essential Verification Integrate the verification process into daily routine 24
  • 25. Data Mapping Worksheet (Daniels & Roth, 2012) 25
  • 26. Record Coding System Record code Match on MARC ID Action N or D YES Remove record from CI X or - YES Update record in CI N or D NO Don’t add record to CI X or - NO Add record to CI • N = suppressed from public view • D = record ready for delete • X = available for public view • - = available for public view (Daniels & Roth, 2012) 26
  • 28. Discovery Layer The user interface and search system for discovering, displaying, and interacting with the content in library systems, such as a WSD central index Functionality Google-like simple search and advanced search Query refinement and faceted browsing Relevance ranking Display and delivery Branding and customization Personalized and community service 28
  • 29. Google-like Simple Search and Advanced Search Query fields Boolean logic, relation logic, truncation, wildcards Contain, equal to, start with Phrase, adjacent, stopwords Spelling suggestion / do you mean? Integration with Federated Search System Can the search box be embedded into library web sites, LCMSs, subject guides? 29
  • 33. Why Federated Search System? Physical Holdings (ILS) Institutional A&I DB Citation DB Repository (IR) E-Journals E-Books DA IR Digital Archives (DA) Lib Collections … Various CMSs Local collection Global resources Pre-harvested central Index 33
  • 34. Integration with Federated Search System 34
  • 35. Result Display Brief / detail view Query-term highlighting Material-type-specific icons Cover images Full-text-available highlighting Material-type-specific metadata ILS integration Full-text downloading (directly or though OpenURL Link Resolver) 35
  • 37. Search History and Result Export Search history Result export Query strategies of Mark and save search current session results Query strategies Print, email, and combination search results Query strategy Export search results modification to bibliographic Save query strategies management software Create SDI from Support APA, MLA, query strategies Chicago 37
  • 38. Search History and Result Export 38
  • 39. Query Refinement and Faceted Browsing 39
  • 40. Relevance Ranking TF*IDF Term frequency * Inverse Document Frequency Occurrence of query terms in important metadata fields Adjacency of query terms in metadata/full text Currency of information Type-specific parameters Increase the ranking of library-supplied data 40
  • 41. Branding and Customization Template Header/footer customization: naming, logo, hyperlinks Color scheme Customize interfaces for different group of users Provide API/Web services for customization Widget Value-added contents (Google Books Preview, Amazon…) 41
  • 43. Personalized Services Integrate with library’s authentication mechanism (EzProxy, LDAP, ILS…) Personalized page layout Save query Selective Dissemination of Information (SDI) Integrate with the personalized service of ILS 43
  • 44. Community Services Review / comment Tagging Share with social networks (Facebook, Twitter) Share with social bookmarks (Delicious, Connotea) 44
  • 45. User Authentication and Result Display 45
  • 46. User Authentication and Result Display (Cont.) 46
  • 47. Integrate with the Personalized Service of ILS 47
  • 49. Central Index Scope and depth of content being indexed, including CHINESE content Fitness of content being indexed with the requirement of MY library License between WSD and publishers, database vendors, aggregators Richness and consistency of metadata included in CI Frequency of content updates Ease of incorporating local content 49
  • 50. Discovery Layer Usability of discovery layer Simple and ease-of-use query interface Quality of query results (like relevance ranking) Customization of query and relevance ranking Query refinement and faceted navigation Integration with the library’s existing systems New user environment support (like mobile WSD and community services) 50
  • 51. Fitness with the Library Ease of implementation Compatibility with existing software and content Response speed for user requirements and problems Mid- and long-term development plan Overall evaluation about the vendor 51
  • 52. Pricing and Implementation Model Purchase or subscription Local implementation or cloud service (SaaS) Pricing model (FTE, size of library supplied data…) Maintenance or subscription fee 52
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  • 55. Reference ARL (n.d.). Electronic Resources and Materials Expenditures in ARL University Libraries, 1992-2010. Retrieved from http://www.arl.org/bm~doc/t7_emat_intro.xls. ANDS(n.d.). Citation of datasets and collections. Retrieved from http://ands.org.au/guides/cpguide/cpgcitation.html. Breeding, M. (2011). Automation marketplace 2011: The new frontier. Library Journal, 136(6). Retrieved rom http://www.libraryjournal.com/lj/home/889533-264/automation_marketplace_2011_the_new.html.csp. Daniel, J. & Roth, P. (2012). Incorporating Millennium catalog records into Serials Solutions' Summon. Technical Services Quarterly, 29, 193-199. Gross, J. & Sheridan, L. (2011). Web scale discovery: the user experience. New Library World, 12(5/6), 236-247. Hoeppner, A. (2012). The ins and outs of evaluating Web-scale discovery services. Computers in Libraries, 32(3), 6-10, 38-40. Luther, J. & Kelly, M. C. (2011). The next generation of discovery. Library Journal, 136(5), 66-71. Retrieved from http://www.libraryjournal.com/lj/home/889250-264/the_next_generation_of_discovery.html.csp. Manning, C. D., Raghavan, P., and Schutze, H. (2008). Introduction to Information Retrieval. Cambridge University Press. Miller, P. (2006). Library 2.0: The challenge of disruptive innovation. Retrieved from http://cmapspublic2.ihmc.us/rid=1211299379745_1806224281_20373/447_Library_2_prf1.pdf OCLC (2005). Perceptions of library and information resources. Retrieved from http://www.oclc.org/reports/pdfs/Percept_all.pdf. Vaughan, J. (2011). Web scale discovery services. Library Technology Reports, 47(1). 柯皓仁(2011)。圖書館自動化與數位化—綜述。中華民國一百年圖書館年鑑。頁157-164。 黃明居(2011)。圖書館自動化與數位化—次世代圖書館館藏整合查詢系統。中華民國一百年圖書館年鑑。頁164-166。 黃鴻珠(2011)。大專校院圖書館—綜述。中華民國一百年圖書館年鑑。頁95-108。 麥綺雯(2012)。如何挑選合適的探索工具—香港教育學院圖書館的經驗分享。2012年第十一屆海峽兩岸圖書資訊學學術 研討會論文集A輯(頁295-306)。 55