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| <p>By <a id="refauthor" href="#author">Jeremy Nelson</a></p> | |
| <h2>Background</h2> | |
| <p> | |
| Colorado College's Tutt Library is a small, urban, academic library serving the needs of over 2,000 | |
| students along with faculty and staff in Colorado Springs, Colorado. As a member of the Colorado | |
| Alliance of Research Libraries, a consortium of academic and public libraries in Colorado and | |
| Wyoming, we participate in a union catalog comprising the collections of our member institutions. We | |
| operate our own instance of III's Millennium ILS, and our Islandora/Fedora Institutional Repository | |
| is hosted through the Colorado Alliance's repository service. Like most academic libraries, our | |
| material budgets have shifted from physical to electronic resources and, as a consequence, we are | |
| doing more batch loading of MARC records for these electronic resources and less original or | |
| copy-cataloging of print material. | |
| </p> | |
| <p> | |
| With the quality of vendor-supplied MARC records varying considerably, the old workflows to | |
| manipulate and load records into our legacy ILS were often long and laborious processes. By | |
| scripting the manipulation of these MARC records with Python and the pymarc Python module | |
| [<a id="ref1" href="#note1">1</a>], with a web front-end in Django, we brought | |
| considerable time savings to our cataloging staff. This lead to a second Django | |
| application project that enabled senior students to self-submit their thesis or final essay, along with | |
| any supporting datasets, to our Fedora Commons digital repository. | |
| </p> | |
| <p> | |
| A parallel effort was started as we looked at various commercial and open source options for a new | |
| discovery layer. Given monetary and resource constraints, along with the worry of maintaining | |
| multiple codebases in different programming languages and environments, the library decided to fork | |
| Kochief, a Django-based discovery project. This decision led to the release of Aristotle, the | |
| Tutt Library discovery-layer project available on Github [<a href="#note2" id="ref2">2</a>] | |
| under the Apache 2 open source license. | |
| </p> | |
| <p> | |
| In 2011, we started to explore using Redis, a popular NoSQL technology, to represent bibliographic | |
| and operational information. This research lead to the FRBR-Redis datastore project that was the | |
| topic of a 2012 Code4Lib presentation [<a id="ref3" href="#note3">3</a>]. | |
| Using the Library of Congress Bibliographic Framework Initiative's A Bibliographic Framework for a Digital Age | |
| [<a href="#note4" id="ref4">4</a>] as starting, high-level | |
| requirements for the FRBR-Redis datastore, we tested the suitability of using Redis with over 850 unit tests | |
| representing MARC21, MODS, and VRA metadata structured as FRBR Work-Expression-Manifestation-Item entities | |
| with a variety of Redis data primitives. | |
| </p> | |
| <p> | |
| One of the trends highlighted at the 2012 Code4Lib conference was the growing importance of mobile devices, | |
| both in usage by library patrons, and by the limitations and opportunities presented by developing applications. | |
| This caused us to rethink how we offered access and management to bibliographic information from a desktop/rich | |
| web "discover" model to a simplified mobile app user interface used in mobile and tablet native applications | |
| on such devices as Apple's iOS and Google's Android operating system. We started experimenting with using | |
| Twitter's Bootstrap support for responsive web design, to build simplified HTML5 apps that were much closer | |
| to the design aesthetic of a mobile and tablet application. The first app we released was call number app | |
| that provides an embedded widget into our Discovery as well a standalone app targeted for mobile and | |
| tablet devices but fully usable by modern desktop web browsers. This app was the beginning of the | |
| Aristotle Library Apps project [<a href="#note5" id="ref5">5</a>] and can viewed online at | |
| <a href="http://discovery.coloradocollege.edu/apps/call_number">http://discovery.coloradocollege.edu/apps/call_number</a>. | |
| </p> | |
| <p> | |
| Since 2011, we continued to monitor the modeling work being done by the Bibliographic | |
| Framework Transition Initiative. As we became more experienced with using Redis, the initial implementation of | |
| a Redis FRBR datastore, with a single Redis instance using multiple databases, wasn't as flexible as having each | |
| each of the first group of FRBR entities (Work, Expression, | |
| Manifestation, and Items) run as a separate Redis instance on a different port on the same server. In September 2012, | |
| Sally McCallum in an IGeLU presentation [<a href="#note6" id="ref6">6</a>], offered the first glimpse of a new | |
| bibliographic model she referred to as MARCR, for MARC Resource. This new model supports RDA and FRBR but the core entities | |
| are different with just four; Work, Instance, Annotation, and Authority. Because of Redis's flexibility, we were | |
| quickly able to modify our existing FRBR Redis datastore key structure to follow this new model using RDA. A primer | |
| on this new model was published November of 2012 [<a href="#note7" id="ref7">7</a>], with a new name of BIBFRAME with | |
| minor changes from September introduction, namely the Work entity becomes Creative Work and the namespace for the model | |
| is formally BIBFRAME. The BIBFRAME Redis datastore is now a separate open-source project | |
| licensed under the GNU General Public License 2 and includes documentation, Redis server configuration | |
| files for each of the BIBFRAME entities, and LUA server-sides scripts [<a href="#note8" id="ref8">8</a>]. | |
| </p> | |
| <h2>More about Redis</h2> | |
| <p> | |
| Redis, a key-value datastore, is one of the many new NoSQL data technologies that offer alternative | |
| models for data representation and use. Redis supports data persistence in two ways: an RDB mode | |
| that saves the dataset at periodic intervals, and an AOF mode that saves the dataset with every | |
| write operation. While there are advantages and disadvantages to each approach [<a id="ref9" | |
| href="#note9">9</a>], most libraries could employ a combination of RDB mode for bibliographic | |
| records and AOF mode for library transactional data like circulation statistics. | |
| </p> | |
| <p> | |
| Redis is fundamentally different from the flat-file structure of a MARC record and the relational | |
| databases of more traditional library systems. The flexibility of Redis allows for the rapid | |
| development of multiple apps by supporting different information schemes and structures within a | |
| single datastore. The manner in which a Redis key is constructed allows for the embedding of semantic or heuristic | |
| information about the data structure in its naming structure. Redis assumes that related data use a | |
| key naming pattern, and even provides a global function to increment the key ID. | |
| </p> | |
| <p> | |
| Another important design consideration when using Redis is the type of data primitive to associate | |
| with a key. The simplest value is an atomic string. The Redis list is a collection primitive which stores | |
| unordered and duplicate string values. The Redis set and sorted set store unique string values, with | |
| the sorted set associating a sort weight | |
| with each value in the sorted set. If a weight of 0 is used in a sorted set, Redis does a lexical | |
| sort based on the string values in the set. The last Redis data primitive is a hash. A Redis hash | |
| associates multiple sub-keys with a single Redis key and with the <code>HGET</code> command returns | |
| the value associated with that sub-key. | |
| </p> | |
| <p> | |
| Redis is not a relational database and it would be suboptimal to attempt to replicate an RDBMS. In | |
| Redis, the key is the fundamental structure, not a table-row as in an RDBMS. Redis keys can also | |
| serve as a string value for other keys in the datastore, providing a sort of crude SQL JOIN, but | |
| offering more flexibility in representing relationships between keys in a manner that would be | |
| difficult or impossible to replicate in an RDBMS. The downside is that referential integrity | |
| between different tables is not built into Redis. Eventual consistency can be achieved either | |
| through application logic or through strategies involving a combination of Redis server commands. | |
| </p> | |
| <p> | |
| The Redis string, set, sorted set, list and hash data primitives all offer different ways to | |
| represent library information in the Redis server. Redis also provides a number of server and | |
| primitive-specific commands that ease application development, including <code>EXIST</code> and | |
| <code>TYPE</code>. For the <code>EXIST</code> command, a string is passed in as a parameter and a | |
| boolean is returned confirming whether the string is a key in the datastore. The <code>TYPE</code> | |
| command, when passed in a key string, returns the type of Redis data structure that is represented | |
| by the key or a null value if it doesn't exist. | |
| </p> | |
| <p> | |
| For large datasets that may not fit into RAM; the lead developer on the Redis project, | |
| Salvatore Sanfilippo, recommends using a presharding [<a id="ref10" href="#note10">10</a>], as a | |
| way to break up the datastore among different Redis instances. The naming schema used by the | |
| Aristotle Library Apps and BIBFRAME Datastore project can easily support presharding for use | |
| in large collections, although for the time being, a single Virtual Machine with 4G of RAM is more | |
| than sufficient to run all of Colorado College's BIBFRAME Datastore Redis instances. The following | |
| graphic shows our Colorado College BIBFRAME Datastore set-up. | |
| </p> | |
| <p> | |
| <img src="single-server-bibframe-datastore.svg" alt="BIBFRAME Datastore Single Server Setup"><br/> | |
| Figure 1: Colorado College's BIBFRAME Datastore set-up | |
| </p> | |
| <h2>The Evolution of a Native Bibliographic Redis Datastore</h2> | |
| <p> | |
| The first iteration of a Redis bibliographic datastore used a naming schema based FRBR and RDA , using a similar | |
| notation as XML namespaces, to create a collection of keys to represent values and relationships with other | |
| entities in the datastore. | |
| </p> | |
| <p> | |
| For example, in the Aristotle Library Apps project, RDA Core FRBR entities and | |
| attributes are extracted from MARC records following the MARC-to-RDA mappings provided in the ALA's | |
| RDA Toolkit [<a href="ref11" href="#note11">11</a>] that are then organized into Redis key collections | |
| following a pattern that maps to BIBFRAME linkable information resources like Creative Work, Instance, | |
| Authority, and Annotation. The following table show one such BIBFRAME Redis key collection for a | |
| CreativeWork and its supporting Redis keys for that entity. The <code>phonetic</code>, | |
| <code>rda:variantTitleForTheWork:sort</code> subkeys and subvalues in the | |
| bibframe:CreativeWork's rda:Title support the Title Search App and their use will be explained | |
| in a later section of this article. | |
| </p> | |
| <table> | |
| <tr> | |
| <th>BIBFRAME Datastore Redis Key</th> | |
| <th>Redis Data Primitive</th> | |
| <th>Value</th> | |
| </tr> | |
| <tr> | |
| <td><code>bibframe:CreativeWork:10089</code></td> | |
| <td>Hash</td> | |
| <td> | |
| <pre> | |
| {'created': '2012-11-26T16:22:49.555165'} | |
| </pre> | |
| </td> | |
| </tr> | |
| <tr> | |
| <td><code>bibframe:CreativeWork:10089:rda:Title</code></td> | |
| <td>Hash</td> | |
| <td> | |
| <pre> | |
| {'phonetic': '0TNAFARPNARTANANTRTKXNTPLL0KKFPNTNK', | |
| 'rda:preferredTitleForTheWork': 'The dawn of European art : | |
| an introduction to Palaeolithic cave | |
| painting', | |
| 'rda:variantTitleForTheWork:sort': 'dawn of European art : an | |
| introduction to Palaeolithic cave | |
| painting'} | |
| </pre> | |
| </td> | |
| </tr> | |
| <tr> | |
| <td><code>bibframe:CreativeWork:10089:bibframe:Instances</code></td> | |
| <td>Set</td> | |
| <td> | |
| <pre> | |
| ['bibframe:Instance:10089'] | |
| </pre> | |
| </td> | |
| </tr> | |
| </table> | |
| <p> | |
| The BIBFRAME Datastore can easily supports other metadata formats and values. Continuing the previous example, | |
| if we wanted to use MODS or Dublin Core instead of RDA, the BIBFRAME Datastore key could look like | |
| <code>bibframe:CreativeWork:10089:mods:titleInfo</code> with each of the MODS titleInfo sub-elements as hash key-values | |
| pairs for an individual CreativeWork. Likewise, a Redis key like <code>bibframe:CreativeWork:10089:dc:title</code> | |
| could either be simple static string or could be a HASH like the current rda:Title key used in the current | |
| iteration of the BIBFRAME-Datastore project. We could even have all three (or as many different keys as desired) | |
| exist in the same Redis datastore instance. | |
| </p> | |
| <p> | |
| Meanwhile, financial information, such as | |
| material orders and invoice information stored in our ILS, is extracted and added to the Redis | |
| datastore for reporting and budget forecasts. We even store the library hours as Redis string in | |
| the datastore for use in a standalone app and as a JSON data feed for our discovery layer. | |
| </p> | |
| <p> | |
| Redis datastore interactions are abstracted via | |
| Python classes, which are built with the redis-py module [<a id="ref6" href="#note6">6</a>]. If the | |
| app developer needs custom data storage or extended Redis functionality, Python custom classes can | |
| extend existing classes through direct manipulation of the datastore. | |
| </p> | |
| <h2>HTML5, Responsive Web Design, and Twitter Bootstrap</h2> | |
| <p> | |
| While native apps generally run faster and more closely follow the recommended user interface | |
| guidelines for their respective platforms, the Tutt Library does not have the resources to maintain | |
| multiple app development environments. Thankfully, with evolving web standards and protocols, coupled | |
| with the development of CSS and JavaScript libraries, fast and easy-to-use HTML5 apps can be created that | |
| are more universal and can run on multiple mobile and tablet platforms as well as on personal computers | |
| running more modern web browsers that support HTML5. The goal of responsive web design, as expressed | |
| in the original article on A List Apart: | |
| </p> | |
| <blockquote>Rather than tailoring disconnected designs to each of an ever-increasing number of web | |
| devices, we can treat them as facets of the same experience. We can design for an optimal viewing | |
| experience, but embed standards-based technologies into our designs to make them not only more | |
| flexible, but more adaptive to the media that renders them. In short, we need to practice | |
| responsive web design. [<a id="ref7" href="#note7">7</a>]</blockquote> | |
| <p> | |
| The Aristotle Library App project uses the popular web framework Bootstrap as the basis for the user | |
| interfaces that respond and adjust for different client devices and displays. It is prohibitively | |
| expensive and impossible for a small library with limited staff and resources to test out apps on | |
| all of the different platforms, web browsers, and devices used by our users. By focusing on the most | |
| popular and available devices in the library (Windows 7, Macintosh, iOS, and some Android phones and | |
| tablets), the Tutt Library targets specific functionality needed by its patrons and staff. The | |
| design intention of this HTML5-based app development environment is that creating a new app should | |
| be roughly equivalent in difficulty to building a simple website leveraging librarian and staff's | |
| pre-existing competencies with such tools as Dreamweaver and CMS systems. While there is training | |
| involved in educating staff about Bootstrap and HTML5, the training burden and requirements for app | |
| development is considerably less than if the library tried to develop native apps for the iOS and | |
| Android environments. | |
| </p> | |
| <h2>Access and Discovery Apps</h2> | |
| <p> | |
| The majority of apps in the initial Aristotle Library App project are categorized as Access and Discovery | |
| Apps, which allow users to find and access the library resources and more general information about the library that | |
| is stored in the Redis datastore. Access and Discovery Apps broadly address the generic tasks by users to | |
| find, identify, select, and obtain resources as expressed in the FRBR specification [<a id="ref14" href="#note14">14</a>]. | |
| Also included in this category are apps, like the Tutt Library's Hours App that informs a patron if the library | |
| is open or closed, that are for primary patron use. While not bibliographic in nature, the Tutt Library Hours App | |
| addresses one of the top questions the Tutt Library receives from patrons. | |
| </p> | |
| <h3>The Call Number App</h3> | |
| <p> | |
| The Call Number App was the first app released and served as the catalyst for the entire Aristotle | |
| project. As we worked on the discovery layer, another librarian was inspired by a feature in | |
| Stanford University's Searchworks (built with Blacklight and Hydra) that allowed a patron to see | |
| which call numbers were near each other in the library's stacks. While investigating Stanford's | |
| implementation based on Solr, we realized a simplified data model could be used with Redis. To | |
| create the type of sorted indexes needed for this app, normalized Library of Congress, SuDoc, and | |
| local call numbers were added as weights to Redis sorted sets. Once we had embedded the Call Number | |
| App into the discovery layer, we explored the further development of dedicated, simplified apps for | |
| common searches. These independent apps could be used in larger systems, like the discovery layer or | |
| the library's website, through the use of JSON APIs and raw html. | |
| </p> | |
| <pre> | |
| </pre> | |
| <h3>Library Hours App</h3> | |
| <p> | |
| When the college adopted a CMS incapable of building a dynamic feed of the library's hours | |
| of operations for the library's homepage, we felt that a dedicated app with a | |
| JSON feed and hours data stored in Redis would work instead. The Library Hours App | |
| stores dates and hours in a string using Redis bit operations commands. | |
| Each day has a unique key with the following pattern: "library-hours:YYYY-MM-DD", with | |
| the value being a 96-bit string with each bit representing a quarter hour with bit offset 1 | |
| representing 00:00 to 00:14, bit offset 2, 00:15-00:29, etc. for each quarter hour of a | |
| twenty-four hour day. Bits set to zero (the default) means the library is closed, the bit | |
| set to 1 means the library is open for that quarter hour. | |
| </p> | |
| <p> | |
| To see if the library is open, the Hours App queries the library's operational Redis | |
| datastore by using a Redis <code>GETBIT</code> command as demonstrated in this code snippet | |
| from the Hours App's redis_helpers.py [<a href="#note??" id="ref??">??</a>]: | |
| </p> | |
| <pre> | |
| def is_library_open(question_date=datetime.datetime.today(), | |
| redis_ds=redis_ds): | |
| """ | |
| Function checks datastore for open and closing times, returns | |
| True if library is open. | |
| <br/> | |
| :param question_date: Datetime object to check datastore, default | |
| is the current datetime stamp. | |
| :param redis_ds: Redis datastore, defaults to module redis_ds | |
| :rtype: Boolean True or False | |
| """ | |
| offset = calculate_offset(question_date) | |
| status_key = question_date.strftime(library_key_format) | |
| return bool(int(redis_ds.getbit(status_key,offset))) | |
| </pre> | |
| <p> | |
| The patron user interface for the Hours App displays a | |
| simple message with the library's current hours. If the library is closed, the app | |
| displays the next available date and time when the library is open. With just using | |
| 365 keys per year, one for each day, this Redis structure easily supports the requirements | |
| for the Hours App. | |
| administrative user interface for authenticated library staff to add or modify the hours | |
| data structures in Redis. | |
| </p> | |
| <p> | |
| </p> | |
| <h2>Productivity Apps</h2> | |
| <p> | |
| The second category of apps are for productivity, developed to either manage or report on resources | |
| in the collections represented in the FRBR Redis datastore. These apps require the user to first | |
| authenticate, then, depending on the app and the user's authorizations, allow for the manipulation | |
| or reporting of library information, which includes the native BIBFRAME entities in the | |
| datastore. In the Orders App, order records were imported from Tutt Library's legacy ILS into the | |
| FRBR Redis datastore. By doing so, we freed this information from the proprietary ILS vendor that | |
| tightly binded order information to the MARC bibliographic record (even going so far as to create | |
| custom 9xx fields for order information). By separating the | |
| order information into Redis sets with each invoice and order as distinct Redis keys, visualizations | |
| and budget reporting became much simpler. Before we had this tool we would have to export this data | |
| from the ILS and extract the data from the MARC21 record, then clean it up before importing it into | |
| Microsoft Excel for analysis of this critical aspect of library operational information. | |
| </p> | |
| <p> | |
| We have also developed a productivity app for a collection of Fedora Commons utilities used by library staff to | |
| move objects around in the digital repository, batch ingestion of objects, and to apply a metadata batch update | |
| to one or more Fedora objects. While this Fedora Commons app does not directly use the BIBFRAME entities | |
| in our Redis datastores, the app has streamlined the work-flow of multiple staff in the library that are | |
| involved with a digital repository. The Aristotle Library Apps project is flexible enough to accommodate | |
| workflows with other library systems, like our Fedora Commons digital repository. | |
| </p> | |
| <h2>Roadmap for the Aristotle Library App Project</h2> | |
| <p> | |
| The Tutt Library uses its Call Number, Hours, Title Search, Subject, and Creator apps to augment | |
| the library's website and discovery layer. These are publicly available, along with the Article and Book Search | |
| Apps, at <a href="http://discovery.coloradocollege.edu/apps/">http://discovery.coloradocollege.edu/ | |
| apps/</a>. The same JSON interface that the Call Number App uses to populate a shelf-browser is | |
| also used in the record view in the discovery layer. The Hours App provides an embedded HTML snippet | |
| for inclusion in various locations in the library's website. | |
| </p> | |
| <p> | |
| The next wave of app development will focus on material circulation, including check-out, course | |
| reserves, and inventory. The main users of these workflows will be in the library, serving as | |
| testers and consultants for these productivity apps while the systems group develops and releases | |
| them. In keeping with AGILE philosophy, each app should be simple enough to design, implement, and | |
| start testing within a three-to-four week sprint, which nicely coincides with the current academic | |
| block calendar at Colorado College. | |
| </p> | |
| <h3>App Support for LDAP Authentication</h3> | |
| <p> | |
| Currently, authentication is provided through a custom Django authentication backend developed to | |
| interface with the Tutt Library's legacy ILS. As the library transitions from a traditional ILS to a | |
| modular apps model, we plan to use the identification credentials that primary patrons already have | |
| as members of the college community. As with many organizations, Colorado College uses Microsoft's | |
| ActiveDirectory to manage authentication tasks for networked resources on campus. The next piece | |
| necessary for an enterprise-level app ecosystem will be an authentication module leveraging Django's | |
| rich and mature LDAP support. | |
| </p> | |
| <h3>Redis Cluster and Consortium Union Catalog</h3> | |
| <img src="http://journal.code4lib.org/media/issue18/Nelson/figure1.png"> | |
| <p> | |
| Concern over interoperability was brought up as a challenge to any radical technology change as the | |
| Tutt Library moved to an app model. The regional Colorado Alliance of Research Library's Prospector | |
| union catalog, in which Colorado College is both an active lender and borrower, supports the | |
| college's block plan, where students take intense, 3 1/2 week courses for college credit. With | |
| students needing research material promptly, Tutt Library strives to deliver to students, faculty, | |
| and staff as promptly as possible, preferably under 72 hours. The Prospector-based ILL service is | |
| critical to meet this tight deadline for materials. Any replacement or legacy ILS cannot diminish | |
| that service. | |
| </p> | |
| <p> | |
| Maintaining record-level interoperability should be relatively easy in the Library App Portfolio as | |
| long as the MARC utilities and productivity apps are in active development. The challenge is in | |
| integrating material requests and real-time circulation status into the proprietary system the | |
| Alliance currently uses for the Prospector. A strength of Redis is its ability to store and serve | |
| large volumes of data, as it has done for sites such as Github, Engine Yard, Craigslist, Disqus, and | |
| Stack Overflow [<a id="ref9" href="#note9">9</a>]. The library is in early discussions with the | |
| Alliance about expanding the Aristotle Library Apps project to scale for the millions of records. | |
| </p> | |
| <p> | |
| Some interesting network topologies for bibliographic information may be possible when using Redis | |
| as the underlying datastore and FRBR/RDA as the organizing principle. For example, the Alliance may | |
| host the shared Work and Expression datastores, then subscribe to Manifestation and Item datastores | |
| managed and hosted locally at each institution, at the Alliance, or at a commercial cloud provider. | |
| Each institution could also use the Alliance's hosted Work and Expression datastores in their own | |
| Access and Discovery Apps. | |
| </p> | |
| <p> | |
| Redis Cluster is under active development, with plans to have a stable release by the end of 2012. | |
| The library and the Alliance are exploring grant opportunities to fund the development and support | |
| for a new bibliographic datastore that will scale to hundreds of millions of FRBR entities. | |
| </p> | |
| <h2>Notes</h2> | |
| [<a id="note1" href="#ref1">1</a>] pymarc. Available from: <a | |
| href="https://github.com/edsu/pymarc">https://github.com/edsu/pymarc</a> | |
| [<a id="note2" href="#ref2">2</a>] Aristotle Discovery Layer Project. Available from: | |
| <a href="https://github.com/jermnelson/Discover-Aristotle">https://github.com/jermnelson/Discover-Aristotle</a> | |
| [<a id="note3" href="#ref3">3</a>] Nelson J. NoSQL Bibliographic Records: Implementing a | |
| Native FRBR Datastore with Redis. Code4lib 2012, Seattle, Washington. Available from: <a | |
| href="http://discovery.coloradocollege.edu/code4lib">http://discovery.coloradocollege.edu/ | |
| code4lib</a> | |
| [<a id="note4" href="#ref4">4</a>] A Bibliographic Framework for the Digital Age. October 31, 2011. Available from: | |
| <a href="http://www.loc.gov/marc/transition/news/framework-103111.html">http://www.loc.gov/marc/transition/news/framework-103111.html</a> | |
| [<a id="note5" href="#ref5">5</a>] Aristotle Library Apps Project. Available from: | |
| <a href="https://github.com/jermnelson/aristotle-library-apps">https://github.com/jermnelson/aristotle-library-apps</a> | |
| [<a id="note6" href="#ref6">6</a>] McCallum, S. <em>Bibliographic Framework Initiative Approach for MARC Data as Linked Data</em>, | |
| September 13, 2012. IGeLU Conference Presentation. Powerpoint available at: | |
| <a href="http://igelu.org/wp-content/uploads/2012/09/IGeLU-sally-McCallum.pptx">http://igelu.org/wp-content/uploads/2012/09/IGeLU-sally-McCallum.pptx</a> | |
| [<a id="note7" href="#ref7">7</a>] Miller, E., Ogbuji, U. and K. MacDougall <em>Bibliographic Framework as a Web of | |
| Data: Linked Data Model and Supporting Services</em>. November 11, 2012. Available from: <a | |
| href="http://www.loc.gov/marc/transition/pdf/marcld-report-11-21-2012.pdf"> | |
| http://www.loc.gov/marc/transition/pdf/marcld-report-11-21-2012.pdf</a> | |
| [<a id="note8" href="#ref8">8</a>] BIBFRAME-Datastore project. Available at: | |
| <a href="https://github.com/jermnelson/BIBFRAME-Datastore">https://github.com/jermnelson/BIBFRAME-Datastore</a> | |
| [<a id="note9" href="#ref9">9</a>] Redis persistence. Available from: <a | |
| href="http://redis.io/topics/persistence">http://redis.io/topics/persistence</a> | |
| [<a id="note10" href="#ref10">10</a>] Redis Presharding. Available from | |
| <a href="http://antirez.com/post/redis-presharding.html">http://antirez.com/post/redis-presharding.html</a> | |
| [<a id="note11" href="#ref11">11</a>] ALA's RDA Toolkit Mappings. Available with subscription at: <a | |
| href="http://access.rdatoolkit.org/document.php?id=jscmap1">http://access.rdatoolkit.org/document.php?id=jscmap1</a>] | |
| [<a id="note12" href="#ref12">12</a>] redis-py. Available from: <a | |
| href="https://github.com/andymccurdy/redis-py/">https://github.com/andymccurdy/redis-py/</ | |
| a> | |
| [<a id="note13" href="#ref13">13</a>] Marcotte E. Responsive Web Design. <em>A List | |
| Apart</em>. May 25, 2010. Available from: <a | |
| href="http://www.alistapart.com/articles/responsive-web-design/">http://www.alistapart.com | |
| /articles/responsive-web-design/</a> | |
| [<a id="note14" href="#ref14">14</a>] Functional Requirements for Bibliographic Records. | |
| International Federation of Library Associations and Institutions. December 26, 2007. | |
| Available from: <a | |
| href="http://archive.ifla.org/VII/s13/frbr/frbr_current2.htm">http://archive.ifla.org/VII/ | |
| s13/frbr/frbr_current2.htm</a> | |
| [<a id="note15" href="#ref15">15</a>] Who's using Redis? Available from: <a | |
| href="http://redis.io/topics/whos-using-redis">http://redis.io/topics/whos-using-redis</a> | |
| [<a id="note16" href="#ref16">15</a>] From the Aristotle Library Apps's Project | |
| <a href="https://github.com/jermnelson/aristotle-library-apps/blob/master/hours/redis_helpers.py">https://github.com/jermnelson/aristotle-library-apps/blob/master/hours/redis_helpers.py</a> | |
| <h2 id="author" >About the Author</h2> Jeremy Nelson (Jeremy.Nelson@ColoradoCollege.edu) | |
| is the Metadata/Systems Librarian at Colorado College. He is responsible for ensuring the | |
| Tutt Library technology that students, staff, and faculty at Colorado College depend on is | |
| available when they need it both on and off campus. He is also responsible for the | |
| cataloging department, ensuring that electronic and physical material acquired by the | |
| library is cataloged correctly and is positioned for future further use. |
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