AI and the Library. Week Five: Using AI to Develop Smart Keyword Searches.

Here at the library, we’re big fans of Primo, the library catalogue. With Primo, you’re not just able to find the books on our shelves, you’re also getting access millions of digital resources, all ready and waiting at your fingertips.

But with so many resources available to you, searching the library catalogue can sometimes feel frustrating. If you use too broad a search (e.g. “history”) then you are inundated with results. Too narrow a search term (“Neo-Gothic architecture in rural Chile”) and you’ve got nothing!

So what can you do? Our advice as subject librarians is to start by building a keyword vocabulary. Having a clear set of keywords will make your searches more targeted, helping you focus on the most relevant and useful resources. It’s a simple step that can make a huge difference in your research journey!

How Can AI Help You Build a Search Vocabulary?

An AI tool like ChatGPT can suggest smarter keywords, synonyms, and related concepts to make your searches more effective. Let’s look at some examples.

1. Smarter Alternatives to Broad Terms.

[Prompt] Suggest some keyword alternatives for “Climate change”

The AI might respond with:

  • Global warming.
  • Climate crisis.
  • Greenhouse effect.

2. Investigating Causes.

Want to explore what drives climate change? Try:

[Prompt] Provide me with a list of keywords for some of the main causes of climate change.

The response:

  • Carbon dioxide emissions.
  • Fossil fuels.
  • Industrial pollution.
  • Methane emissions.

3. Exploring Impacts.

    Do you want to focus on how climate change affects the planet? Use:

    [Prompt] Suggest keywords for the main impacts of climate change.

    Response:

    • Sea level rise.
    • Melting polar ice caps.
    • Extreme weather events.
    • Biodiversity loss.
    • Ocean acidification.

    4. Looking for Solutions

    For mitigation strategies, try:

    [Prompt] Suggest keywords for how climate change can be mitigated.

    Response

    • Renewable energy.
    • Carbon sequestration.
    • Climate change policies.
    • Green technology.
    • Sustainable development.

    Putting It All Together

    Finally, combine these ideas for a more complex search. For example:

    {Prompt] Suggest a set of keyword searches to find resources on the effects of methane emissions on biodiversity loss and what can be done to mitigate those effects.

    The AI might help you craft a search that looks like this:

    • Methane emissions and biodiversity.
    • Impact of methane on Arctic ecosystems.
    • Methane mitigation technologies in permafrost regions.

    By using AI to build a targeted keyword vocabulary, you’ll spend less time searching and more time discovering the resources you need.

    [Responses listed above were created with ChatGPT].

    AI and the Library. Week Four. Perplexity AI – Tool Review.

    You probably don’t need us to tell you—there are a lot of AI tools out there. While ChatGPT might have grabbed the headlines early on, Perplexity AI is quickly becoming one of our favourites here in the library.

    Perplexity AI is making waves in the world of information retrieval, and for good reason. Unlike its more conversational counterpart, ChatGPT, which often indulges in lengthy dialogues, Perplexity adopts a direct and efficient approach to answering queries. This makes it an ideal tool for those who need quick facts, thorough research, or insights into specific topics. Not only that, but it provides citations for all its responses.

    Why Choose Perplexity?

    Here are the standout features that make Perplexity a top choice:

    • Real-Time Information: Perplexity pulls fresh data directly from the web, ensuring you always get the most current information.
    • Clear Summaries: Instead of bombarding you with endless links, it delivers concise, direct answers to save you time.
    • [This is the big winner for us] Fact Verification: Every response comes with citations, so you can easily verify the credibility of the information and explore further if needed.

    How can Perplexity help you?

    • Resource discovery. It can suggest effective keywords or phrases to refine your searches in the library catalogue or other online databases. (Stay tuned for our upcoming blog post on smart keyword searches)
    • Study Aid: It can quickly clarify topics, provide concise explanations, or further explore topics for better understanding, all of which can save time during study sessions.
    • Fact-Checking: Perplexity can quickly verify claims or statistics for essays or presentations, ensuring your work is both accurate and credible.

    Some Things to Remember About Perplexity

    • Limited Conversation Depth: Perplexity isn’t as good as ChatGPT at maintaining contextual follow-ups or extended conversational exchanges.
    • Reliance on External Sources: While citations are a strong feature, the tool’s accuracy depends on the quality of its referenced sources. Always cross-check critical information where possible.
    • No Creative or Open-Ended Outputs: Perplexity isn’t designed for tasks like creative writing, brainstorming, or exploratory discussions—ChatGPT is much more suited to these tasks.

    Putting it All Together.

    Perplexity AI is a powerful tool for students and researchers, offering quick access to up-to-date information and helpful citations for fact-checking and further study.

    Unlike ChatGPT, which excels in conversations, Perplexity delivers concise answers, making it ideal for academic work. It also helps you to discover further resources by suggesting effective search keywords.

    However, it lacks the conversational depth of ChatGPT, and its accuracy depends on the quality of the sources that it cites. By combining both tools, you can make the most of your study time and make your research process more focused and effective.

    AI and the Library Week three. Prompt writing: How to write effective prompts for better AI results

    AI can be a valuable tool to help you to get the most out of your time in the library. By utilising the conversational style of AI tools like ChatGPT, you can collaborate with the AI to refine searches, get personalised recommendations, and quickly discover relevant resources that meet your specific academic needs.

    To get the best results from AI, it’s important to ask the right questions, and this is a skill in itself,

    Pixabay

    This skill, known as prompt building or prompt engineering, involves structuring your queries in a way that directly impacts the usefulness of the AI’s responses. Mastering this technique can significantly improve your results from AI tools. (For more on the importance of effective prompt building, see our AI and the Library Guide here).

    What is an effective prompt?

    A good AI prompt is concise, structured, and specific. You might like to think of it as a formula, where each element plays a role in making the prompt clear, targeted, and focused on the desired outcome.

    The elements of the formula might look something like this:

    Task + Topic + Structure + Style + Level

    Let’s have a look at what we mean by those elements and how we might apply them in a library scenario.

    The Task component of the formula specifies what you want the tool to do. Some examples might include: Find; Summarise; Explain; Describe; Compare.

    The Topic defines the subject matter or scenario that we want the Task to explore. Examples might include: The Origins of the Second World War; Romanticism in English Literature; The Aims of Positive Psychology.

    The Structure specifies the format in which the response should be presented. You could ask for responses in: One Sentence; 200 words; A Bullet Point List; A table; A Graphic or Chart.

    The Style specifies how the content should be written. Styles might include: Formal; Informal; Academic; Witty.

    The Level of detail indicates the depth and scope of the information needed. This level of detail could be a Basic Overview or an In-Depth Analysis (or anywhere inbetween!)

    Here’s an example that you might use in the library. You want to find some library resources that will help you to answer the following question: “Analyse the themes and characteristics of English Romanticism in the poetry of William Wordsworth and Samuel Taylor Coleridge.”

    • Task: Find
    • Topic: Books that discuss English Romanticism and the poetry of William Wordsworth and Samuel Taylor Coleridge
    • Structure. A bullet point list
    • Style. Academic
    • Level. An introductory overview

    The full prompt may look something like this:

    Please find me some academic books that give an introductory overview of English Romanticism and the poetry of William Wordsworth and Samuel Taylor Coleridge and show them in a bullet point list

    This was the output that the AI provided* (for this example, we used perplexity.ai, a tool we will be reviewing in our next AI blog post):

    *We always recommend checking any AI outputs for accuracy.

    By getting to grips with the art of prompt building, you can more effectively communicate your needs to the AI. This ensures that the responses are both academically relevant and that they meet your specific learning needs – saving you time spent searching. You could then visit Primo, the library catalogue to see if the library has the suggested titles available for you.

    As demonstrated in our example, a well-structured prompt can help you uncover valuable academic resources that can quickly help you get a better understanding of topics.

    AberSkills. Your skills hub

    Do you want to develop your academic writing skills, learn about using the library and its resources, get to grips with referencing, or improve your employability skills?

    Good news! These topics and more are covered in the Semester 1 AberSkills programme, which is available for free for all students at Aberystwyth University.

    AberSkills Workshops take place throughout the academic year and are a mixture of face to face and online sessions. Most sessions are offered in both Welsh and English.

    All workshops are listed on the AberSkills website. Take a look to see what’s available and book your place in a click.

    If you miss a session and want to catch-up, academic skills and library workshop teaching materials for 2023-2024 are available on Blackboard under Organisations. 2024-2025 workshop teaching materials will be uploaded soon after the session.

    Protecting your research: avoiding publication scams 

    Journal hijacking and fraudulent journal sites are becoming an increasing problem for journal authors, publishers and readers. Publishing scams aim to exploit researchers, promising quick publication but charging excessive publication fees. These sites can often be a clone of an established journal, set up to extract fees from unsuspecting authors. 

    Publishers are becoming more increasingly aware of the problem and have taken steps to combat this new trend. Scopus academic database had 67 hijacked journals on its database by 2023 (Challenges posed by hijacked journals in Scopus – Abalkina – 2024 – Journal of the Association for Information Science and Technology – Wiley Online Library ) To help alleviate this problem, Scopus removed URLs to all journal homepages that it indexes, although the problem persists (Retraction Watch, 2023 Elsevier’s Scopus deletes journal links following revelations of hijacked indexed journals – Retraction Watch

    Many authors and readers are unaware of this practice and the following resources might be useful to consider. 

    Evaluating journals: 

     
    Support from your library: 

     
    Contact us: librarians@aber.ac.uk  

    Jisc Historical Texts has ended

    Jisc no longer provides Jisc Historical Texts. To compensate for the loss of this service:

    Early Modern Books covers material from the British Isles and Europe for the period 1450-1700. An integrated search across both Early English Books Online and Early European Books allows scholars to view materials from over 225 source libraries worldwide. EEBO’s content draws on authoritative short-title catalogues of the period and features many text transcriptions specially created for the product. Content from Europe covers the curated Early European Books Collections from 4 national libraries and London’s Wellcome Library.

    Eighteenth Century Collections Online (ECCO) is a vast eighteenth-century library at your desktop—a fully text-searchable corpus of books, pamphlets and broadsides in all subjects printed between 1701 and 1800. It currently contains over 180,000 titles amounting to over 32 million fully-searchable pages.

    Titles in the Jisc Journal Archive are available via other providers through Primo, the library catalogue.

    Contact librarians@aber.ac.uk or your subject librarian if you have any questions.

    Introducing: Database Search

    We are pleased to announce the release of our new Database Search functionality on Primo – the library catalogue, which has replaced the A-Z of Electronic Resources page.

    Our new Database Search page is fully integrated within our main library search tool and can be found at the top of Primo, so no need to remember any separate URLs.

    The new Database Search is divided up into different subjects so you can browse resources applicable to your course. Alternatively, you can search by key terms and draw results from the whole of the collection.

    Each resource comes with a brief description so you can explore how each one might benefit your studies.

    Find the new search feature here.

    Introducing: LibKey Nomad

    LibKey Nomad is a downloadable browser extension that automatically provides instant links to articles from journals if your library subscribes to them. LibKey Nomad’s one-click access to articles referenced on scholarly websites and search engines will make your research and finding sources faster and easier.

    Download LibKey Nomad here

    Using LibKey Nomad is simple. Visit the download page and add the extension to your browser of choice. After installation, you will be prompted to select your institution. Simply select Aberystwyth University and LibKey Nomad will then notify you of articles available through the library wherever you may roam online.

    LibKey Nomad will also enhance your experience on popular sites like PubMed, Wikipedia, Scopus, Web of Science and more.

    Comparison

    Here’s an example of a reference list on Wikipedia before LibKey Nomad is installed and after (scroll across to compare):

    References on Wikipedia before and after installing the LibKey Nomad browser plugin

    You can see that LibKey Nomad adds a link to the article if the library has access to it. Clicking on the link takes you directly to the source.

    Find out more about LibKey Nomad in the video below:

    If you have any questions or feedback about LibKey Nomad, please email us on librarians@aber.ac.uk. As always, if you need help finding resources for your studies, please get in touch with your Subject Librarian.

    Introducing BrowZine

    BrowZine is new way to browse and search thousands of electronic journals available to you as a member of Aberystwyth University.

    BrowZine homepage

    Using BrowZine you can:

    • Browse or search by subject area to find ejournals of interest
    • Search for a specific title
    • Create your own bookshelf of favourite ejournals and organise them how you want
    • Follow your favourite titles and receive alerts when a new issue is published
    • Save articles in your personal library which will sync across your devices

    BrowZine can be used on your computer, or you can download the app for use on an Android or Apple device. The BrowZine app will sync across multiple devices so you can keep up with your ejournal reading on the move.

    Find it on Primo, the library catalogue, by clicking on the eJournal Search button on the top of the homepage or download the app from your app store.

    How to get to BrowZine from Primo, the library catalogue

    Libraries Week 2022 – Lifelong Learning

    The theme of this year’s Libraries Week is the central role that libraries play in supporting life-long learning.

    Today our focus is on our Lifelong Learning students and external users.

    Lifelong Learning

    LibGuides Our Lifelong Learning LibGuide is your complete guide to library and learning resources for your subjects. Here you’ll find details on key resources and guidance on how to use the library and who to contact for help.

    The Lifelong Learning LibGuide homepage

    Effective Study Collection The Effective Study Collection is designed to help you develop your study skills. It covers topics including how to research, writing skills, academic writing, time management, communications skills and some general guides to help you research and study in the arts. If you are returning to education after a break, have a look.

    Study spaces and IT facilities at the library Don’t forget that Lifelong Learning students can also make use of the library’s facilities, such as quiet study spaces, computers, excellent WIFI and printing and copying facilities. Browse our A to Z of library services here.

    The Celtic Collection The Celtic Collection contains approximately 25,000 books relating to Brittany, Cornwall, the Isle of Man, Ireland, Scotland and Wales. The collection contains material on all subjects relating to Celtic countries, and is a wonderful resource for all researchers and enthusiasts.

    Learning Welsh or looking to improve your skills? You’ll find everything you need to help you practise and develop your reading and speaking skills – from graded novels with vocabulary to grammar books.

    Find the Celtic Collection of Level F of the Hugh Owen library:

    Some of the Welsh-language resources in the Celtic Collection

    Digimap Digimap offers full and comprehensive Ordnance Survey map data and historic maps as well as geological data. It is a fascinating resource and very useful for local history researchers as well as Earth Sciences. You just need to have an Aberystwyth University email account to register to access it.

    Linkedin Learning All AU students and staff have free and unlimited access to the wealth of expert-led courses available online 24/7 through Linkedin Learning.

    Here’s a small selection of courses chosen by our Student Digital Champion, Urvashi Verma, that may be of interest to Lifelong Learning students.

    Lifelong Learning Collection A collection of courses and short videos to help you develop your study skills and improve your time management skills.

    Urvashi Verma

    External Users

    Our libraries welcome different categories of external users, from Aber Alumni and retired staff members who are keen to maintain their access to library resources, students at other institutions who are visiting Aber and need a place to study or local residents.

    Take a look at the categories and registration details online here: Information for Visitors and External Users

    Special Collections External users can apply to use the library’s IT facilities and study spaces, and can also arrange to view items in our beautiful special collections.