Empowering Library Discovery and Management Services with Social Data

Slides:



Advertisements
Similar presentations
Acknowledgments Technical Services Leads: Columbia: Bob Wolven Cornell: Jim LeBlanc, Xin Li And many more … Hosted by ALCTS The Association for Library.
Advertisements

ICOLC October 4, 2001 OCLC Services. Purpose Libraries’ web-based information portal needs –Maximize consortia’s role in their members’ use of database.
LA BIBLIOTECA DEL FUTURO… 15 AÑOS DESPUÉS: Current and future Trends in Library automation. Marshall Breeding Director for Innovative Technology and Research.
Bringing it all Together Sierra as Library Services Platform Today and Tomorrow Next Generation Library Services Platform Steven Nielsen Vice President-
Horizon URSA. Dynix Confidential – Internal Use Only Dilemma for Libraries ILL demand is rising Cost per request same for past 10 years 75% of ILL cost.
OCLC Online Computer Library Center WorldCat Discovery to Delivery Jennifer Pearson Global Market Solutions OCLC
K Ō TUI Leading the way in Cooperative Automation Marshall Breeding Independent Consultant, Author, and Founder and Publisher, Library Technology Guides.
Moving libraries to Web scale Matt Goldner Product & Technology Advocate 14 June 2011.
WorldCat Local – the single search that connects people to all your library materials WorldCat Local 27August 2010 Stockholm.
BC Integration of Systems and Resources MetaLib at Boston College Theresa Lyman Digital Resources Reference Librarian Boston College Libraries.
The world’s libraries. Connected. Single-search access to Tenn-Share library resources through WorldCat Group Catalog September 28, 2012 Suzanne Butte.
Challenges for the DL and the Standards to solve them Alan Hopkinson Technical Manager (Library Systems) Learning Resources Middlesex University.
Impact of Library Resource Management Trends for Technical Services
Between Kubrick’s HAL and Brin & Page’s Google Ray Uzwyshyn, Ph.D. MBA MLIS Key Factors in Evaluating and Transitioning to Web-Scale Library Management.
TRENDS IN RESOURCE SHARING TECHNOLOGIES Marshall Breeding Independent Consultant, Author, and Founder and Publisher, Library Technology Guides
ADVANCES IN LIBRARY DISCOVERY SERVICES The State of the Art in 2011 Marshall Breeding Director for Innovative Technology and Research Vanderbilt University.
OCLC Research Libraries Partners 10 June 2011 Robin Murray Vice President, Global Product Management OCLC Collaboratively Building Web-Scale with Libraries.
Trends in Library Resource Management and Discovery
Resource Management: Strategies, Technologies, and Practices Marshall Breeding Independent Consultant, Author, Founder and Publisher, Library Technology.
Libraries in the Cloud Marshall Breeding Independent Consultant, Author, Founder and Publisher, Library Technology Guides
Cooperation, Cloud, and Consumer Technologies Marshall Breeding Independent Consult, Author, Founder and Publisher, Library Technology Guides
UNDERSTANDING THE NEW DISCOVERY LANDSCAPE: Federated Search, Web-scale Discovery, Next- Generation Catalog and the rest Marshall Breeding Director for.
The world’s libraries. Connected. WorldShare platform & Management Services Integrate all of your collections: print, licensed & digital Chris Thewlis.
Megan Drake Pacific University Al Cornish Orbis Cascade Alliance Migrating to a Shared ILS Using Alma and Primo May 1, 2014.
TOWARD A UNIFIED WEB PRESENCE FOR YOUR LIBRARY Web Manager’s Academy Marshall Breeding Vanderbilt University Library Founder and Publisher, Library Technology.
Strategic Cooperation in Library Automation Marshall Breeding Independent Consult, Author, Founder and Publisher, Library Technology Guides
LIBRARY RESOURCE DISCOVERY PRODUCTS: COMMERCIAL AND OPEN SOURCE OPTIONS Web Manager’s Academy Marshall Breeding Director for Innovative Technology and.
Resource Management: Strategies, Technologies, and Practices Marshall Breeding Independent Consultant, Author, Founder and Publisher, Library Technology.
Trends in Library Resource Management and Discovery Marshall Breeding Independent Consultant, Author, and Founder and Publisher, Library Technology Guides.
LIBRARY RESOURCE DISCOVERY PRODUCTS AND SERVICES: OVERVIEW AND PERSPECTIVES Marshall Breeding Director for Innovative Technology and Research Vanderbilt.
HOT TOPIC: ARE E-BOOKS THE FUTURE: July 23, 2012 American Association of Law Libraries 2012 Marshall Breeding Independent Consult, Author, Founder and.
Transparent to the User: User-Initiated and Mediated Resource Sharing Services Mary E. Jackson Product Manager, Resource Sharing Northwest ILL & Resource.
CURRENT REALITIES AND ONGOING TRENDS IN LIBRARY TECHNOLOGY Marshall Breeding Independent Consultant, Author, and Founder and Publisher, Library Technology.
CHALLENGING TRADITIONAL TO RESOURCE SHARING AND CONTENT ACCESS ASCLA Pre-Conference Association of Specialized and Cooperative Library Agencies June 25,
THE STATE OF LIBRARY SEARCH AND DISCOVERY Marshall Breeding Director for Innovative Technology and Research Vanderbilt University Library Founder and Publisher,
A New Generation of Technologies for Libraries and Information Centers Marshall Breeding Independent Consultant, Founder and Publisher, Library Technology.
Christine Stohn SFX Product Manager Ex Libris January 8th, 2011 ALA Midwinter, San Diego.
ADVANCES IN AUTOMATION: BUSINESS AND TECHNOLOGY TRENDS Marshall Breeding Independent Consultant, Author, and Founder and Publisher, Library Technology.
CBSOR,Indian Statistical Institute 30th March 07, ISI,Kokata 1 Digital Repository support for Consortium Dr. Devika P. Madalli Documentation Research &
Technology Trends to Address Ever-changing Library Challenges Marshall Breeding Independent Consultant, Author, and Founder and Publisher, Library Technology.
DISCOVERY PRODUCTS AND SERVICES: Introduction and current trends Marshall Breeding Director for Innovative Technology and Research Vanderbilt University.
ADVANCEMENT OF TECHNOLOGY STRATEGIES: assessing current automation products and alternatives Marshall Breeding Director for Innovative Technology and Research.
Revolutionary and Evolutionary Innovation: Marshall Breeding Independent Consultant, Author, and Founder and Publisher, Library Technology Guides
PREPARING FOR THE NEXT PHASE OF LIBRARY AUTOMATION: Current Realities and Future Trends Marshall Breeding Director for Innovative Technology and Research.
Library Tech and Biz Update
The library is open Mobile Applications Russian-IUG November 2015 Tomsk, Russia Nabil Saadallah Manager Business Development.
THE FUTURE OF THE LIBRARY CATALOG OPACS GIVE WAY TO DISCOVERY Marshall Breeding Director for Innovative Technology and Research Vanderbilt University Library.
Content analysis of library system vendor’s RFP proposals WIN SHIH UNIVERSITY OF SOUTHERN CALIFORNIA.
The evolving landscape of library resource management Marshall Breeding Independent Consultant, Author, Founder and Publisher, Library Technology Guides.
Choice and Diversity in Acquisition Models Idan Hadari | Alma Product Management.
THE FUTURE OF THE INTEGRATED LIBRARY MANAGEMENT SYSTEM Marshall Breeding Director for Innovative Technology and Research Vanderbilt University Library.
Workshop on Library Resource Management and Discovery Marshall Breeding Independent Consultant, Author, and Founder and Publisher, Library Technology Guides.
Delivers local and global resources and OCLC e-Content in a single search Paul Cappuzzello Senior Library Services Consultant
DISCOVERY SYSTEMS: SOLUTIONS A USER COULD LOVE OVERVIEW OF DISCOVERY SYSTEMS Marshall Breeding Director for Innovative Technology and Research Vanderbilt.
Delivers local and global resources in a single search The first, easy step toward the first cooperative library service on the Web WorldCat Local “quick.
Choice in Discovery: Bundled or à la carte? History and market context Marshall Breeding Independent Consultant, Author, and Founder and Publisher, Library.
Resource Management: Marshall Breeding Independent Consultant, Author, and Founder and Publisher, Library Technology Guides
THE EVOLUTION OF LIBRARY COLLECTION DISCOVERY: Marshall Breeding Director for Innovative Technology and Research Vanderbilt University Library Founder.
Library Tech and Biz Trends Marshall Breeding Independent Consultant, Author, and Founder and Publisher, Library Technology Guides
Acquisition & management of electronic resources at KU Leuven Hilde Van Kiel / Jan Bollansée.
Current Trends in Library Resource Management and Discovery Marshall Breeding Independent Consultant, Author, and Founder and Publisher, Library Technology.
The Knowledge Base at the Center of the Universe
Strategies, Technologies, and Practices
Library Services Platforms:
Library Services Platforms:
Strategic Library Technologies
Strategic Library Technologies
Library Technology and Industry Trends
Sustainable Technology Strategies for International Libraries
Presentation transcript:

Empowering Library Discovery and Management Services with Social Data Marshall Breeding Independent Consultant, Author, and Founder and Publisher, Library Technology Guides http://librarytechnology.org/ http://twitter.com/mbreeding International Conference on E-Publishing  27 July, 2015

Description Marshall Breeding will give an overview of the current realm of library resource management systems and discovery services, highlighting some of the major technology trends. These products increasingly leverage use data and social networking concepts to provide more targeted and personalized services. Breeding will explore this trend among others and its implications for privacy and security of library users. Trends addressed include how social media has help shape the realm of E-Publishing.

Topics covered Reports and resources Trends in library resource management systems Trends in discovery services Discovery beyond the library Empowering Discovery with Social Data Trends in resource sharing and collaborative infrastructure

Library Technology Guides www.librarytechnology.org

Recent Reports American Libraries Library Systems Report 2015 online edition published May 1 “Operationalizing Innovation” Future of Library Resource Discovery NISO White Paper commissioned by the Document to Delivery Topic Committee Published Feb 20, 2015 Perceptions Surveys 2015 edition recently published http://librarytechnology.org/perceptions/2014/

Perceptions 2014 http://librarytechnology.org/perceptions/2014/ Annual survey for Libraries Satisfaction levels for Company Current ILS Service Loyalty Migration Plans 3,141 Responses 80 Countries

Perceptions Survey 2014 Sample: Large Academic Libraries

Libraries Considering Switching Systems

Satisfaction levels: Large Academic

Library Systems Report 2015 “Operationalizing innovation” http://americanlibrariesmagazine.org/2015/05/01/library-systems-report/

American Libraries Library Systems Report Library Systems Report 2014: Strategic Competition and Cooperation Online Publication: April 15, 2015 Covers 2014+ calendar year activities Report produced from: Questionnaire of statistics and narrative completed by each major vendor Press announcements made throughout the year Other background information

Library Technology Industry Reports American Libraries Library Journal 2013: Rush to Innovate 2012: Agents of Change 2011: New Frontier 2010: New Models, Core Systems 2009: Investing in the Future 2008: Opportunity out of turmoil 2007: An industry redefined 2006: Reshuffling the deck 2005: Gradual evolution 2004: Migration down, innovation up 2003: The competition heats up 2002: Capturing the migrating customer 2014: Strategic Competition and Cooperation 2015: Operationalizing Innovation

Industry Revenues $1.8 billion global industry $805 million from companies involved in the US $495 million from US Libraries

Personnel Resources 2014

Personnel Growth / Loss

Evolution of Resource Management

Transition to Electronic Publishing Academic libraries devote majority of collections budgets to electronic materials Open access represents a growing proportion of scholarly resources, though still a small minority Public libraries increasingly offer e-book lending services Academic libraries: primarily electronic collections Public Libraries: Primarily physical collections

Implications of e-publishing Resource management systems for academic libraries must be optimized for electronic resources License management Open access outside of paid subscriptions Portfolio-based management – use knowledge base to delineate individual titles and date coverage of aggregated content packages Efficiently manage e-books Demand-driven acquisitions

Fragmented Resource Management Integrated Library System for management of (mostly) print Duplicative financial systems between library and university Electronic Resource Management E-Resource knowledge base and Link Resolver A-Z e-journal lists and other finding aids Interlibrary loan (borrowing and lending) Digital Collections Management platforms (CONTENTdm, DigiTool, etc.) Separate systems for archival materials and special collections Discovery-layer services for broader access to library collections No effective integration services / interoperability among disconnected systems, non-aligned metadata schemes

Cycles of fragmentation > unification Early Phase: Modular automation Integrated Library Systems Proliferation of systems to manage electronic resources and digital collections Current unification phase: library services platforms bring together print and electronic resource management Next phase? Bring archival and digital assets under common management platform

Integrated (for print) Library System Staff Interfaces: Public Interfaces: Interfaces Business Logic Circulation Cataloging Acquisitions Serials Online Catalog Data Stores BIB Holding / Items Circ Transact User Vendor $$$ Funds Policies

LMS / ERM: Fragmented Model Circulation BIB Staff Interfaces: Holding / Items Circ Transact User Vendor Policies $$$ Funds Cataloging Acquisitions Serials Online Catalog Public Interfaces: Application Programming Interfaces ` E-resource Procurement License Management Protocols: CORE E-Journal Titles Vendors License Terms

Common approach for ERM Circulation BIB Staff Interfaces: Holding / Items Circ Transact User Vendor Policies $$$ Funds Cataloging Acquisitions Serials Online Catalog Public Interfaces: Application Programming Interfaces Budget License Terms Titles / Holdings Vendors Access Details

Comprehensive Resource Management Simplify resource management through platform consolidation Separate components: ILS + ERM + OpenURL Resolver + Digital Asset management, etc. very inefficient model Consolidation requires a flexible platform capable of managing multiple type of library materials, multiple metadata formats, with appropriate workflows

Library Services Platform Library-specific software. Technical infrastructure to help libraries automate their internal operations, manage collections, fulfillment requests, and deliver services Services Services-oriented architecture Exposes Web services and other API’s Facilitates the services libraries offer to their users Platform General infrastructure for library automation Consistent with the concept of Platform as a Service Library programmers address the APIs of the platform to extend functionality, create connections with other systems, dynamically interact with data

Library Services Platforms – Functional Manages electronic and print formats of materials Replaces multiple incumbent products Extensive Metadata Management Multiple procurement workflows Knowledgebases Built-in collection analytics Decision support for collection development

Knowledge bases Electronic Resource Management based on collective database of the body of e-content rather than library- by-library management LSP extends knowledge base model to all resources Make links or associations from local holdings to common bibliographic records WorldShare Management Services – based on WorldCat Bibliographic records Ex Libris Alma – includes Community Zone of shared records and resources Intota: expanded knowledge base that includes MARC and other resources

Support for BIBFRAME New bibliographic framework based on mapping MARC concepts and data into linked data model No direct support for BIBFRAME in either integrated library systems or library services platforms Developers are involved in BIBFRAME initiative Operational implementations will come once the model has stabilized Current phase of experimental projects and prototypes Applies differently to discovery versus resource management

Library Services Platforms – Technical Beyond Client/Server Computing Multi-tenant platforms Web-based interfaces Services-oriented architecture Exposes APIs for extensibility and interoperability Interoperable

New Library Management Model Consolidated index Unified Presentation Layer Search: Digital Coll ProQuest EBSCO … JSTOR Other Resources Self-Check / Automated Return ` API Layer Library Services Platform Discovery Service Stock Management Enterprise Resource Planning Smart Cad / Payment systems Learning Management Authentication Service

Resource Management Models Category Integrated Library System Progressive integrated library System Library Services Platform Resources managed Physical Print, electronic Electronic, Physical Technology platform Server-based Multi-tenant SaaS Knowledgebases None e-holdings, bibliographic Patron interfaces Browser-based Staff interfaces Graphical Desktop (Java Swing, Windows, Mac OS) Procurement models Purchase Purchase, license license Hosting option Local install, ASP Saas Only Interoperability Batch transfer, proprietary API Batch transfer, RESTful APIs, APIs (mostly RESTful) Products SirsiDynix Symphony, Millennium, Polaris Sierra, SirsiDynix Symphony/BLUEcloud, Polaris, Apollo WorldShare Management Services, Alma, ProQuest Intota, Sierra, Kuali OLE Development strategy Brownfield Greenfield (mixed)

Development Timeline for Library Services Platforms

Library Services Platform Installations Production installations as of December 2014 Product Installations 2014 Sales Sierra 495 123 Alma 406 43 WorldShare Management Services 303 79 Kuali OLE 2 10 Intota 21

Cycle of adoption and deployment Beginning of a new cycle of transition that will last a decade Development and beta phase complete Now in mass deployment phase Over the course of the next decade, academic libraries will replace their current legacy products with new platforms Not just a change of technology but a substantial change in the ways that libraries manage their resources and deliver their services

Trends in library resource discovery

Web-scale Index-based Discovery ILS Data Web-scale Index-based Discovery (2009- present) Digital Collections Search: Web Site Content Institutional Repositories Search Results Aggregated Content packages Consolidated Index … E-Journals Your title is covered up with the ILS data content – DISCO instead of Discovery Usage-generated Data Customer Profile Reference Sources Pre-built harvesting and indexing

Comprehensive Library Portal Integrated Library System Library Web site Subject Guides Article, Databases, E-Book collections Public Interfaces: Presentation Layer

Discovery Service Statistics Discovery Product 2010 2011 2012 2013 2014 Installed EBSCO Discovery Service 1774 2634 8246 Primo 506 111 101 98 88 1529 Encore 56 72   36 Summon 164 214 158 195 697 WorldCat Discovery 2085

Demise of the local catalog Many library services platforms do not include the concept of an online catalog dedicated to local physical inventory Designed for discovery services as public-facing interface Implication: Discovery service must incorporate detailed functionality for local materials and related services

Fully Integrated Strategy Library services Platform Index-based discovery service Integrated link resolution Shared e-resource knowledgebase Analytics available from back-end and discovery perspective

Split Management / Discovery Strategy Library Services Platform for management of print and electronic resources Separate index-based discovery Knowledge base probably provided through Library Services Platform Link Resolution separate from Discovery: how to perform smart linking? Export and sync resource records from management to discovery service API look-ups for resource availability and status Patron profile and services request split between discovery and resource management components

Empowering Discovery with Social Data

Social Media and Networks Engagement with social networks a global phenomenon Facebook – Twitter – Instagram -- Snapchat An essential element of the student experience How to infuse or adapt social characteristic into the academic experience

Social aspects of Library Resource Discovery Integrated features that enable users to interact socially with other patrons Rate content and share with communities Form social groups that share academic interests Reading clubs (Public library context) Identify items of interest based on ratings and referrals of other users

Social impact on scholarly publishing The impact of a research article has traditionally been measured through citations in other scholarly works Today, impact is also a factor of exposure in social networks Many scholars share references through Twitter and other general social network platforms Many other discipline-specific forums Alternative metrics of impact that include non- traditional references

Refining discovery socially Collect and take advantage of use data to help identify items of interest Tune relevancy rankings based on use data and social elements

Personalization Social networks set expectations for highly personalized services User profiles that set basic affiliations (major area of study, department, etc) Systems that learn about the patron’s interest with increased use of the system Searches performed, articles selected, etc Potential for discovery services blend individual and aggregated use data to deliver customized results and relevancy rankings

Example: bx: makes recommendations based on associations implied in OpenURL link server logs Important data held in selections made by researchers within a given search session. Identifies related materials not necessarily apparent by key words or subject term assignments.

Social vs Privacy Social features assume some degree of knowledge about a user Personal or categorical? Concern to protect privacy while leveraging social data or features Is it possible to fully anonymize personal data related to search behavior?

Privacy and security recommendations Respect the privacy of library users in all possible ways Possible to capture extensive information through readily available tools and technologies Encrypt search sessions. (data in motion) Encrypt stored patron details.

General Security concerns All library systems must follow industry standards for security Increasingly expected to encrypt all network traffic https or equivalent Security compliance certifications for data centers and hosted services

Beyond Library Discovery Discovery happens elsewhere

Discovery Beyond Library-provided Interfaces Reality that most discovery happens external to library Improve discoverability of library resources Locally: through incorporation of SEO and semantic encoding Especially schema.org Globally: OCLC, Google Scholar and other services

Discovery beyond Library Interfaces Improved performance of library content through Google Scholar Same expectations for transparency? Better exposure of library-oriented content Schema.org or other microdata formats Better exposure of scholarly resources Open access & Proprietary Embedded tools in other campus interfaces

Changing models of Resource Sharing

Progressive consolidation of library services Centralization of technical infrastructure of multiple libraries within a campus Resource sharing support Direct borrowing among partner institutions Shared infrastructure between institutions Examples: 2CUL (Columbia University / Cornell University) Orbis Cascade Alliance (37 independent colleges and universities to merge into shared LSP)

Integrated Library System Search: Bibliographic Database Library System Branch 1 Branch 2 Branch 3 Branch 4 Branch 5 Branch 6 Branch 7 Branch 8 Holdings Main Facility Patrons use Circulation features to request items from other branches Model: Multi-branch Independent Library System Floating Collections may reduce workload for Inter-branch transfers

Consortial Resource Sharing System Search: Bibliographic Database Library System A Branch 1 Branch 2 Branch 3 Branch 4 Branch 5 Branch 6 Branch 7 Branch 8 Holdings Main Facility Bibliographic Database Library System D Branch 1 Branch 2 Branch 3 Branch 4 Branch 5 Branch 6 Branch 7 Branch 8 Holdings Main Facility NCIP Resource Sharing Application Bibliographic Database Discovery and Request Management Routines Staff Fulfillment Tools Inter-System Communications NCIP SIP ISO ILL Z39.50 NCIP Bibliographic Database Library System B Branch 1 Branch 2 Branch 3 Branch 4 Branch 5 Branch 6 Branch 7 Branch 8 Holdings Main Facility Bibliographic Database Library System E Branch 1 Branch 2 Branch 3 Branch 4 Branch 5 Branch 6 Branch 7 Branch 8 Holdings Main Facility NCIP NCIP Bibliographic Database Library System C Branch 1 Branch 2 Branch 3 Branch 4 Branch 5 Branch 6 Branch 7 Branch 8 Holdings Main Facility Bibliographic Database Library System F Branch 1 Branch 2 Branch 3 Branch 4 Branch 5 Branch 6 Branch 7 Branch 8 Holdings Main Facility NCIP NCIP

Bibliographic Database Shared Consortial ILS Search: Bibliographic Database Shared Consortia System Library 2 Library 3 Library 4 Library 5 Library 7 Library 8 Library 9 Library 10 Holdings Library 1 Library 6 Model: Multiple independent libraries in a Consortium Share an ILS ILS configured To support Direct consortial Borrowing through Circulation Module

Shared Infrastructure Common discovery Retention of local automation systems Technical complex with moderate operational benefits Common discovery + Resource Management Systems Shared Resource management with local discovery options

Moving toward Collaborative Infrastructure

Benefits of shared infrastructure Increased cooperation and resource sharing Collaborative collection management Lower costs per institution Greater universe of content readily available to patrons Avoid add-on components for union catalog and resource requests and routing

Large-scale Implementations Scale of any given project is no longer limited Multi-tenant systems are already supporting very large numbers of sites Shared implementation does not necessarily require more resources than separate ones

Orbis Cascade Alliance Campus Libraries 37 Aggregated Enrollment 258,000 Total Titles 9 million Total Items 28 million

WHELF Wales Higher Education Libraries Forum Institution   Wales Higher Education Libraries Forum Institution Prior ILS Bib Records Aberystwyth University Voyager 677,846 Bangor & Glyndwr University Sierra 591,673 Cardiff University & Welsh National Health Service 856,381 Cardiff Metropolitan University Alto 269,965 National Library of Wales Virtua 6,643,696 Royal Welsh College of Music and Drama 53,544 Swansea University 738,399 University of South Wales Symphony 365,602 University of Wales Trinity St. David Horizon 637,326 Total 10,834,432

California State University Institution Titles Volumes Circulation Staff FTE Bakersfield 473,134 637,606 15,714 25 Channel Islands 100,433 255,594   24 Chico 850,000 1,265,907 32,182 59 Dominguez Hills 628,193 637,064 8,456 38 East Bay 944,415 1,139,057 33,491 43 Fresno 1,928,624 1,345,398 208,491 78 Fullerton 1,153,714 1,256,867 61,486 74 Humboldt 692,017 807,101 30,300 31 Long Beach 1,198,788 3,073,252 147,461 68 Los Angeles 926,498 983,229 35,665 48 Maritime Academy 42,854 154,820 5,439 8 Monterey Bay 277,228 333,982 27,768 16 Northridge 1,575,695 2,170,589 130,322 138 Pomona 776,251 1,058,236 43,514 Sacramento 1,189,093 1,415,562 98,675 66 San Bernardino 935,366 868,453 29,001 90 San Diego 2,340,641 2,513,984 46,402 106 San Francisco 1,524,464 1,677,437 89,161 89 San Jose 1,505,676 1,441,279 94,745 88 San Luis Obispo 805,508 724,531 38,895 62 San Marcos 441,812 538,203 17,071 47 Sonoma 506,040 585,082 191,187 34 Stanislaus 344,311 513,565 31,611 27 Total 21,160,755 25,396,798 1,417,037 1,307

Comparison of Projects Institution Volumes Libraries Harvard University 18,900,000 79 Orbis Cascade Alliance 28,000,000 66 WHELF 10,834,432 32 California State University 25,396,798 25 University of California 45,000,000 100

Questions and discussion