Social and Behavioral Sciences Commons^™

Academic Literature Review In Age Of Ai And Large Language Models​, Aaron Tay

Research Collection Library

Explore the evolving landscape of academic research with a focus on open data and AI advancements, particularly in natural language processing. Join us for a practical presentation on leveraging emerging tools for literature review. Discover platforms like Connected Papers, ResearchRabbit, and Litmaps, offering paper exploration and recommendations based on initial 'seed papers.' Dive into AI-enhanced search engines like Elicit, Scispace, Semantic Scholar, and Scite.ai, powered by Large Language Models such as BERT and GPT. Learn about the latest developments, strengths, and weaknesses of these tools, and how they reshape literature review methods, from tool selection to query input techniques.

Streamlined Workflow For Qualitative Data Analysis With Whisper And Atlas.Ti, Bella Ratmelia, Bryan Leow, Danping Dong

Research Collection Library

Qualitative research, often reliant on interviews and focus groups, stands to benefit significantly from the latest advancements and innovations in AI. This workshop presents a practical and efficient research workflow with two powerful tools—Whisper and ATLAS.ti—to streamline the process of qualitative data analysis.

Whisper is an open-source machine learning model for speech recognition and transcription by OpenAI. With the ability to achieve human-level accuracy in speech recognition, it significantly reduces the time and effort required for transcribing, saving your time for more valuable work.

Moving beyond transcription, the workshop presents ATLAS.ti, a well-established qualitative data analysis tool. Learn how to …

Getting Published And Raising Research Visibility, Pin Pin Yeo

Research Collection Library

Embarking on publishing your research can be exciting yet daunting. This seminar will guide you through crafting a compelling paper, navigating the submission process, and enhancing your paper's visibility. Learn what editors and reviewers seek, how to select the right journal, and how to publicise your research effectively. Whether you're a seasoned researcher or new to publishing, join us to amplify the impact of your work and share your discoveries with the world.

Smu Libraries – An Enabling Partner In Ai Information Literacy, Samantha Seah, Zhe Benedict Yeo, Lukas Tschopp

Research Collection Library

SMU Libraries plays a pivotal role in advancing AI information literacy within the larger need for digital literacy skills in the SMU community. In this presentation, participants will get an overview of SMU Libraries' engagement and partnerships with the academic community and will showcase initiatives and resources supporting AI literacy. This includes a discussion of insights from the scholarly literature, research findings and critical perspectives to inform teaching and learning practices related to AI. Speakers will share SMU Libraries’ contributions towards awareness and adoption of AI through a portfolio of successful collaborations and initiatives with partners and stakeholders within and …

Evaluating An Institutional Repository: A Case Study Of Singapore Management University, Pin Pin Yeo

Research Collection Library

An institutional repository (IR) was launched in 2010 for a university in Singapore. The motivations of setting up an IR were to dissemination the research output through open access, to promote the university and researchers, and to help increase their research impact. Some quantitative and qualitative performance indicators were selected and used to measure the success of the IR. For the review and the performance indicators, the data used came from the IR at SMU, interviews with faculty members, and a study of a set of journal articles available in the IR to test a hypothesis. The results of the …

Preserving The Past: Starting A Digital Preservation Service For The Future, Salihin Mohammed Ali

Research Collection Library

SMU Libraries aims to develop an active centralised repository of digital materials that captures the culture, heritage, and memories of the institution. However, starting a digital preservation service and maintaining a long-term preservation system involves significant costs, technical expertise, and organizational commitment. The presentation will outline some of the key steps and considerations for planning and implementing the digital preservation service in the areas such as policy formulation, stakeholder engagement and technical infrastructure. The presentation will also cover how SMU Libraries organised a project team to leverage on existing skills and expertise to overcome the challenges above and relied on …

Smu Libraries Annual Report 2022-2023: Transforming Knowledge Into Lasting Connections, Singapore Management University

SMU Corporate Reports

The annual report gives a compilation of SMU Libraries’ key initiatives for the academic year 2022 – 2023. It is one way of communicating the positive impact that libraries have on the teaching, learning and research needs of the SMU community, and I hope the following pages give you a comprehensive view of the myriad ways in which the Libraries play a role in the academic journey of our community.

Ai In Universities And Libraries, Aaron Tay

Research Collection Library

Everyone is familiar with ChatGPT. But can ChatGPT alone be used for information retrieval? In this Keynote speech, Aaron argues that ChatGPT or similar large language models alone is not sufficient for information retrieval. As databases such as Scopus, Dimensions announce new beta search tools that leverage generative AI, he provides a overview of how these tools that blend search with generative AI (large language models) work (using a technique known as Retrieval Augmented Generation or RAG) and explains the pros and cons of this new class of search tools.

He ends with a prediction of what the next 3 …

Rapidill Experience Sharing: The Smu Libraries Story, Kai Leong Heng, Vincent Ong

Research Collection Library

No abstract provided.

Advancing And Championing Research: Research Librarians At Smu Libraries, Lip Hwee Tee, Benedict Yeo, Redzuan Abdullah

Research Collection Library

The presenters discuss the critical value that research librarians bring to the research ecosystem of a university. This overview highlights key responsibilities and functions undertaken by research librarians. In their muti-faceted contributions, research librarians provide well-rounded support to the university, across all user segments, in areas of education and research.

Further to that, Research Librarians lead or contribute as key members to strategic developments and service innovations. These include the development of a systematic literature review support service, setup and expansion of an Investment and Data Studio, and research support in SMU’s entrepreneurship ecosystem.

Writer-Librarian Viewpoint: Ai’S Foreseeable Impact On Literature, Zhe Benedict Yeo

Research Collection Library

In 1982, Roald Dahl wrote a short story about a supercomputer which solves the world's big factual questions in seconds. Next, they used it generate stories and changed the literature scene forever.
Is ChatGPT the cusp of this change?

Benedict, as both a fiction writer and librarian, discusses AI's foreseeable impact on authorship and literature, its applications for writing, and possible implication on classification, credits, and collection with regard to literature, especially fiction.
This presentation features insights from interviews with four writers, talks about the strike by the Writers Guild of America, and about the citing and crediting of AI-generated …

Responsible Practices For Responsible Libraries: The Role Of Libraries In A World Of Generative Ai, Samantha Seah

Research Collection Library

This presentation focuses on generative AI images and potential information literacy and ethical issues relating to the use and creation of AI images. Generative AI technology has made the creation and modification of images easier and more accessible to a layperson. However images are often overlooked in information literacy programmes despite growing evidence that people consume most information through visual and video formats thanks to the rise of social media platforms like TikTok. This presentation will consider ACRL’s framework for Information Literacy for Higher Education, whereby in looking at information creation as a process, we need to not only look …

Discoverability And Search Engine Visibility Of Repository Platforms, Danping Dong, Aaron Tay

Research Collection Library

It is of increasing interest and importance to understand the discoverability of content hosted on institutional repositories (IRs) and data repositories beyond the library context and on the wider web, as IRs play a significant role in promoting and disseminating the research outputs of an institution. This chapter provides an overview of early studies on IR discoverability in search engines, discusses standardized metrics for repository usage and ways to monitor search engine optimization, and provides practical suggestions to expose IR content to non-Google indexes and aggregators, such as Unpaywall. The second part of this chapter presents a case study and …

Academic Libraries In An Open Access And Ai First World – An Attempt To Peer Into The Future, Aaron Tay

Research Collection Library

Technology is rapidly advancing, and AI is becoming more sophisticated everyday, But what is even more exciting is that academic libraries are going to be impacted even more. Why is that? It's because even the most advanced algorithm will not work without data to train on.

Helping Asia’S Elderly To Become Digital Citizens, Wee-Kiat Lim

Asian Management Insights

This needs an urgent ‘whole-of-society’ approach.

The Emerging Area Of Data Services: A Case Of Smu Libraries, Bella Ratmelia

Research Collection Library

No abstract provided.

Smu's Research Data Management Journey: Policy, Engagement And Feasibility, Danping Dong, Pin Pin Yeo

Research Collection Library

In this case study, we cover Research Data Management (RDM) policy development at SMU, the implementation of SMU’s Research Data Repository. The outreach and engagement carried out at the launch and subsequently. We reflect on what we learnt in the process. We also did a pilot feasibility study of using Figshare as a paper repository and report on our findings.

Why We Should Remember The Soviet Information Age?, Ksenia Tatarchenko

Research Collection College of Integrative Studies

How to navigate the rapidly changing digital geopolitics of the world today? How do we make sense of digital transformation and its many social, political, cultural, and environmental implications at different locations around the world?

Smu Libraries Annual Report 2021-2022, Singapore Management University

SMU Corporate Reports

2021 was the year we got to grips with acknowledging that the COVID-19 pandemic was here for the long haul. While 2020 gave us the added impetus for pivoting to a digital first mode of operations, 2021 helped us strengthen our alignment to our strategic pillars of digital transformation, sustainable living, and growth in Asia. Continuing the tradition of students’ past, the results of the 2022 SMUSA survey reaffirmed that many of our students (82% of the respondents) agreed that the libraries helped them positively in their studies and 75% of the respondents agreed that the libraries is a place …

Development Of Institutional Repositories In Singapore, Pin Pin Yeo

Research Collection Library

The keynote presented the development of institutional repositories (IR) by universities in Singapore. The relevant policies on open access and research data were introduced. The importance of IR alignment with institutional goals was highlighted. Besides research publications, IRs could also host special collections of the institution or the community. The collaboration and sharing of best practices among Singapore academic libraries helped them to better support research at their institutions.

Building Desktops In The Clouds: Virtualising The Investment Studio, Salihin Mohammed Ali

Research Collection Library

Arising from experiences during and post-COVID-19 circuit breaker and work-from-home arrangements, SMU Libraries developed a new library service to provide remote access to financial databases that are usually only accessible onsite. Financial databases such as Bloomberg and Eikon are accessed using a client-based software that is installed on a physical computer in the Investment Studio at Li Ka Shing Library. Using desktop virtualization technology, financial databases can be accessed remotely without the need of physical presence in the library, increasing availability and accessibility to the resources. This presentation aims to share the challenges in setting up the service from a …

Open Access In Singapore, Pin Pin Yeo

Research Collection Library

The blog post outlines how academic libraries in Singapore support Open Access and Open Science trends. It covers open access repositories in Singapore, the content and growth of OA publications. It covers the libraries support Open Data and Open Science and the data repositories in Singapore. Some publisher agreements were negotiated by NUS, and further discussions with selected publishers are in progress.

Digital Tools - Supporting Systematic Reviews & Evidence Synthesis. Where Are We Now And What Might The Future Look Like?, Aaron Tay

Research Collection Library

Invited talk for ALIA HLA Lunchtime Seminar Aug 2022. In this invited talk, I survey the new emerging discovery tools mostly powered by open scholarly data, from new mega discovery indexes like Lens.org, Semantic Scholar to what I call literature review mapping tools (eg ResearchRabbit, Connected Papers, Litmaps) as well as “AI” power tools like Elicit.org and Scite.ai that use machine learning to enhance discovery in various ways. I suggest keys to understand and assessing such tools. Given the target audience of health science librarians, I briefly survey current use of such tools in evidence synthesis as well as the …

How And Why Do Judges Cite Academics? Evidence From The Singapore High Court, Jerrold Soh, Yihan Goh

Research Collection Yong Pung How School Of Law

Legal academics were once thought to be parasitic on the work of judges, so much so that citing academic work was said to weaken a judgment’s authority. Recent times have however seen prominent academics appointed to the highest courts, and judicial engagement with academic materials appears to have increased. In this light, this article empirically studies academic citation practices in the Singapore High Court. Using a dataset of 2,772 High Court judgments, we show that citation counts have indeed increased over time, even in this first-instance court. This increase was distributed across most legal areas, and was not limited to, …

How Do Information Specialists Keep Up To Date?, Aaron Tay

Research Collection Library

The working environment of information specialists is undergoing profound changes. This is primarily due to rapid advances in digitalization and automation. New databases are being set up or new functions added to established databases. At the same time, data processing and analysis have reached a new level (e.g. through machine learning). In addition, many new software tools to support daily work are being developed. But how do information specialists find out about new developments and assess the practical suitability of new tools?

Nowadays, an abundance of information on new developments in information retrieval can be found on the Internet. In …

Open Access Enables New Tools And Features, Aaron Tay

Research Collection Library

Open Access levels are now at a tipping point. According to Digital Science’s Dimensions for the year 2020, Open Access surpassed subscription publication globally for the first time (Hook, 2021). Similarly in Dec 2020, with Elsevier agreeing to deposit open references to Crossref (the last major publisher to do), over 90% of Crossref references are now open (Hutchin, 2021). The combination of these two trends, both Open Access to full text and Open Scholarly metadata as well as Machine learning techniques has led to a rise of new tools in areas such as literature mapping , new indexes and new …

Revisiting The One-Minute Paper: Personal Reflections, Student Engagement And Assessing The Assessment, Rebecca Pappert Maniates

Research Collection Library

The one-minute paper (OMP) is a popular one-shot session assessment which often consists of asking two questions: 1 . What is the most important thing you learned today? 2 . What questions do you still have? Although simple, each question has a purpose. The first is broad, focusing on the importance of concepts learned (Chizmar & Ostrosky, 1998), and promotes active learning and reflection (Stead, 2005). The second assesses the progress of the learning process and where support is still needed (Chizmar & Ostrosky, 1998).Although studies show the OMP is effective when assessing student knowledge before and after one-shot sessions …

Supporting Learning And Teaching Using A Reading List Management System, Eng Ling Lynn Yeo

Research Collection Library

Reading List Management Systems (RLMS) were created to allow faculty, libraries, and students to curate and access readings and resources easily. In this session, the presenter shared on how Singapore Management University (SMU), make use of the RLMS Leganto, to support learning and teaching in a hybrid learning environment

Implementing A Copyright Chatbot At Smu Libraries: Technology, Challenge And User Experience, Nazimah Ram Nath

Research Collection Library

Academics and students use copyrighted materials frequently in the course of their teaching and learning journey. How can they be informed about compliance and users’ rights? This presentation takes one into a SMU Libraries’ journey in creating a chatbot using an interactional conversation interface, to bring copyright information to users.

Game Changing Factors Impacting The Scholarly Records, Aaron Tay

Research Collection Library

Invited talk for 18th Annual Library Leadership Institute - Hong Kong | 17 - 20 January 2022.

In this 2022 talk Aaron Tay, reflects and expands on the talk he gave at the OCLC APRC in 2018 where he proposes 3 main trends that will impact the long term future of academic libraries.

1. Increasing diversity of the Scholarly Record

2. Push towards "Open"

3. Increasing effectiveness of technology - e.g.. Machine learning.

All three trends work indepdendently as well as reinforce each other. In this updated talk he give examples of some of these trends from the use of …