Implementation Of Library Research Articles

Research data services (RDS) in Spanish academic libraries

Research data services (RDS) are actions undertaken to provide researchers with support, advising, training, information, a technological infrastructure and a regulatory framework with respect to research data management (RDM) throughout the life cycle of the data. The implementation of RDS is an activity that is becoming increasingly important within the functions carried out by academic and research libraries. The aim of this study is to provide a snapshot of the research data services implemented in academic libraries in public universities in Spain, identifying the number and types of services deployed. We conducted a Website Content Analysis of the libraries of the 48 Spanish public universities to discover which RDS they are implementing and promoting. The results show that, despite a lack of institutional policies regarding research data, libraries are deploying these new services, albeit unevenly in terms of both the number of services and the type of support provided. Services related to development of the data management plan (DMP) and preservation of the data in repositories predominate. This inventory is presented as a first step towards learning the level of RDS implementation in Spanish academic libraries, providing a partial perspective and leading the way to exploring other aspects in greater depth in future studies.

Perpustakaan Sebagai Public Relations dalam Mendukung Tri Dharma Perguruan Tinggi

This research was conducted to offer a concept for the implementation of higher education libraries, where we know that the higher education library is one of the units whose existence is to support the implementation of education organized by tertiary institutions. The role and function of the library towards the Tri Dharma of Higher Education so far seems to be limping, that is because the new ones that are running support education and even then it is not optimal, while research and community service seem to be separated from the role of the library. Here the author offers that the management and organization of the library can pay attention to academic culture, what needs to be built is the academic cultural infrastructure and making Public Relations a strategic step in manipulating the habit of neglecting the library in the implementation of the Tri Dharma. The type of approach used is comparative qualitative with a qualitative approach. Data collection was used with data collection techniques in the form of articles, books, regulations, websites and other sources related to the problem under study. The collected data is studied by linking the phenomena that occur so as to give birth to an interpretation or view then arranged systematically so as to produce a view or concept that can be applied by managers in organizing libraries, especially in supporting the implementation of the Tri Dharma of Higher Education

NNPred: Deploying neural networks in computational fluid dynamics codes to facilitate data-driven modeling studies

Data-driven modeling has contributed significantly to the field of computational fluid dynamics (CFD), but integrating machine-learning (ML) models into a CFD workflow still remains to be a challenging task. In this paper, we introduce an interface library for the deployment of ML models in CFD codes. The library supports multiple ML backends with binary interface compatibility and provides flexible data input/output (I/O) methods to match the type and layout of the data between ML models and CFD codes. For the convenience of CFD users, the library provides application programming interfaces for two widely used languages (i.e., C++ and Fortran), simplifying the deployment and prediction to only a few lines of code. Two data-driven modeling cases are demonstrated, along with the implementation details of the library in open-source CFD codes (i.e., OpenFOAM and CFL3D). The first case presents a simple heat-transfer problem with assumed experimental data of unknown emissivity, where the basic use of the library in OpenFOAM is demonstrated by solving a diffusive equation with the source term modeled by various ML algorithms. The second case discusses the modeling of turbulence in channel flow, and applies an ML-integrated closure model in both OpenFOAM and CFL3D. In both software, the ML-RANS model reproduces almost identical results to the reference data and favorable extrapolation performance is maintained. In addition, the parallel efficiency is compared with the traditional closure model under the same homogeneous parallel architecture, and only limited additional cost is imposed by running the ML prediction. This library could benefit CFD researchers in rapidly testing data-driven models in their CFD solvers. Program summaryProgram Title: NNPredCPC Library link to program files:https://doi.org/10.17632/v2jzcyjn8v.1Developer's repository link:https://github.com/Weishuo93/NN_PredLicensing provisions: MIT1, LGPL2, Apache-2.03Programming language: C++, FortranNature of problem: Coupling machine learning models with CFD programs with minimal modifications to facilitate the study of data-driven modeling methods (e.g., rapid modeling from experimental data, turbulence closure modeling, etc) with MPI supports.Solution method: First, an interfacing library is developed to bridge ML modeling and a CFD solver. The library supports different ML backends and provides flexible data I/O methods when interfacing with CFD codes. The API of this library can be accessed through C++ and Fortran, which are two most commonly used languages in the CFD community. Secondly, two data-driven modeling cases are demonstrated with the library's implementation details in OpenFOAM and CFL3D. The first case shows a semi-empirical modeling problem in heat transfer with assumed experimental data, whereas the second case reproduces the results of DNS with an ML-integrated turbulence model in two different CFD software (OpenFOAM and CFL3D). Finally, parallel computation is conducted using a homogeneous Message Passing Interface, which is adopted by most mainstream CFD programs. The extra costs are observed limited, and therefore users could validate their ideas on data-driven models with great convenience on parallel programs.Additional comments including restrictions and unusual features: Heterogeneous parallel strategy with GPU and associated applications need to be further developed.

FALCON systematically interrogates free fatty acid biology and identifies a novel mediator of lipotoxicity

Cellular exposure to free fatty acids (FFAs) is implicated in the pathogenesis of obesity-associated diseases. However, there are no scalable approaches to comprehensively assess the diverse FFAs circulating in human plasma. Furthermore, assessing how FFA-mediated processes interact with genetic risk for disease remains elusive. Here, we report the design and implementation of fatty acid library for comprehensive ontologies (FALCON), an unbiased, scalable, and multimodal interrogation of 61 structurally diverse FFAs. We identified a subset of lipotoxic monounsaturated fatty acids associated with decreased membrane fluidity. Furthermore, we prioritized genes that reflect the combined effects of harmful FFA exposure and genetic risk for type 2 diabetes (T2D). We found that c-MAF-inducing protein (CMIP) protects cells from FFA exposure by modulating Akt signaling. In sum, FALCON empowers the study of fundamental FFA biology and offers an integrative approach to identify much needed targets for diverse diseases associated with disordered FFA metabolism.

Junior Highschool Library Automation System Solution and Implementation

A high school library is a crucial part of educational infrastructures. Textbooks, e-books, and other collections in a library need to be recorded for circulation and administrative support needs. To provide data for statistical analysis, users of the library must tracked and recorded. Several library activities can be supported by a library automation system (SLiMS). East Jakarta's SMP Negeri 174 Jakarta is a public junior high school with a library. This project to install and implement SLiMS along with configuring the local network and library server. As a result, the library's infrastructure has been properly set up to support the library management system. Data entry for books and library members is currently underway. A guestbook option has also been added, and it is now switching from a manual guestbook to an electronic one to in order to precisely record library visitors.

Digital information security management policy in academic libraries: A systematic review (2010–2022)

Digital information security management (DISM) is considered an important tool to ensure the privacy and protection of data and resources in an electronic environment. The purpose of this research is to look into the applications of DISM policies in terms of practices and implementation in academic libraries. It also identifies the challenges faced by academic libraries in applying these DISM practices regarding policy. A systematic literature review was conducted to achieve the objectives of the study. The data were collected from well-known different databases, that is, Library Information Science and Technology Abstracts (LISTA), Library and Information Science Abstracts (LISA), IEEE Xplore, Emerald Insight, ACM Digital Library, Scopus, Sage journals, Taylor & Francis, ProQuest, Science Direct, Wiley Online Library, and Google Scholar. It followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines to choose relevant articles with keyword searching. Some academic libraries have developed DISM policies on data protection, data backup, information security (IS) systems, the development of hardware and software, the training of library staff, data protection from malware and social engineering, and data security and privacy. A few libraries have developed a mechanism to protect and secure users’ sensitive data from hackers, viruses, malware and social engineering. Findings indicated that both organisations and users trust libraries due to their strict privacy and data security policies. However, some academic libraries did not adopt and implement DISM policies in their organisations, even though they had written DISM policies. Libraries have been facing issues with the DISM policy on data security and privacy, data backup, IS systems, hardware and software upgrades and technical support of library staff. They also face budgetary challenges and a lack of readiness among librarians to adopt emerging tools and technology such as DISM. Library professionals faced challenges in developing and implementing the DISM policy. For data security and privacy, stakeholders, administrators and library professionals must promote the DISM policy culture in academics. This study is beneficial for library professionals, policymakers, administrators and management to make DISM policies and implement them in their organisation or libraries to secure sensitive, personal data and resources. This article is the first review of DISM policy in academic libraries of its kind and would be useful for information professionals, stakeholders and administrators.

Towards the Integration of Emerging Technologies as Support for the Teaching and Learning Model in Higher Education

The pandemic caused by COVID-19 impacted the entire world, but the significant challenges to be faced during this crisis opened an opportunity for organizations to evolve toward a digital transformation. Educational institutions were a concrete example of the use of technologies, which were abruptly incorporated into the teaching–learning model. Although this initiative was initially a challenge for teachers and students, it has now become a tool for new innovative teaching models, such as hybrid, online, and flexible models. The impact of technology used in education has been beneficial due to emerging technologies (virtual reality, augmented reality, games, web applications, mobile applications, etc.), which have served as tools to facilitate and motivate studying. These educational trends contribute directly to the fourth Sustainable Development Goal (SDG). This research analyzes whether the use of a web application, as a support in the educational model, can make students better understand the subjects of network infrastructure and be more efficient when configuring equipment in a data network. Therefore, this research is based on the design of an educational web application based on Python libraries, which allows the configuration of networking equipment based on the concept of network automation with the application of a graphical user interface (GUI). The web application can be deployed with communication equipment or in conjunction with the GNS3 simulator. This versatility allows this web tool to be applied to the teaching of network equipment configuration in any mode of study (classroom, online, hybrid, or flexible). The results obtained in this research are encouraging and open the way for the implementation of network automation and Python libraries for educational applications that can be important tools within the teaching and learning models of higher education.

Design of a portable implementation of partitioned point‐to‐point communication primitives

AbstractThe Message Passing Interface (MPI) has been the dominant message passing solution for scientific computing for decades. MPI point‐to‐point communications are highly efficient mechanisms for process‐to‐process communication. However, MPI performance when processes utilize multiple threads is slowed by concurrency protections in the MPI library. MPI's current thread level interface imposes these overheads throughout the library when thread safety is needed. While much work has been done to reduce multithreading overheads in MPI, a solution is needed that reduces the number of messages exchanged in a threaded environment. Partitioned communication is included in the MPI 4.0 standard as an alternative that addresses the challenges of multithreaded communication in MPI today. Partitioned communication reduces overall message volume by creating a buffer‐sharing mechanism between threads such that they can indicate when portions of a communication buffer are available to be sent. Separation of the control and data planes in MPI is enabled by allowing persistent initialization and single occurrence message buffer matching from the indication that the data is ready to be sent. This enables the usage of underlying hardware primitives like triggered operations, where commands (destination, size, etc.) can be set up prior to data buffer readiness and readiness triggered with a simple doorbell/counter later. This approach is useful for future development of MPI operations in environments where traditional networking commands can have performance challenges, like accelerators (GPUs, FPGAs). In this paper, we detail the design and implementation of a layered library (built on top of MPI‐3.1) and an integrated Open MPI solution that supports the new, MPI‐4.0 partitioned communication feature set. The library will enable applications to use currently released MPI implementations and older legacy libraries to provide partitioned communication support while also enabling further exploration of this new communication model in new applications and use cases. We will compare the designs of the library and native Open MPI support, provide performance results and comparisons between the two approaches, and lessons learned from the implementation of partitioned communication in both library and native forms. We find that the native implementation and library have similar performance with a percentage difference under 0.94% in microbenchmarks and performance within 5% for a partitioned communication enabled proxy application.

Primrose: Selecting Container Data Types by Their Properties

Context: Container data types are ubiquitous in computer programming, enabling developers to efficiently store and process collections of data with an easy-to-use programming interface. Many programming languages offer a variety of container implementations in their standard libraries based on data structures offering different capabilities and performance characteristics. Inquiry: Choosing the *best* container for an application is not always straightforward, as performance characteristics can change drastically in different scenarios, and as real-world performance is not always correlated to theoretical complexity. Approach: We present Primrose, a language-agnostic tool for selecting the best performing valid container implementation from a set of container data types that satisfy *properties* given by application developers. Primrose automatically selects the set of valid container implementations for which the *library specifications*, written by the developers of container libraries, satisfies the specified properties. Finally, Primrose ranks the valid library implementations based on their runtime performance. Knowledge: With Primrose, application developers can specify the expected behaviour of a container as a type refinement with *semantic properties*, e.g., if the container should only contain unique values (such as a `set`) or should satisfy the LIFO property of a `stack`. Semantic properties nicely complement *syntactic properties* (i.e., traits, interfaces, or type classes), together allowing developers to specify a container's programming interface *and* behaviour without committing to a concrete implementation. Grounding: We present our prototype implementation of Primrose that preprocesses annotated Rust code, selects valid container implementations and ranks them on their performance. The design of Primrose is, however, language-agnostic, and is easy to integrate into other programming languages that support container data types and traits, interfaces, or type classes. Our implementation encodes properties and library specifications into verification conditions in Rosette, an interface for SMT solvers, which determines the set of valid container implementations. We evaluate Primrose by specifying several container implementations, and measuring the time taken to select valid implementations for various combinations of properties with the solver. We automatically validate that container implementations conform to their library specifications via property-based testing. Importance: This work provides a novel approach to bring abstract modelling and specification of container types directly into the programmer's workflow. Instead of selecting concrete container implementations, application programmers can now work on the level of specification, merely stating the behaviours they require from their container types, and the best implementation can be selected automatically.

Investigating the components of bibliotherapy implementation process in digital hospital libraries of Iran: Survey analysis

The study aimed to identify the components of bibliotherapy implementation in digital hospital libraries of Iran. The research method regarding purpose is applied and regarding methodology is survey. This showed the desired level of reliability was human resources, information resources, technology and technology infrastructure, services, copyright and financial resource. The most important basic requirements for the implementation of this plan in hospital digital libraries were as follows: Method of providing information resources: ‘Collection of various digital resources to launch bibliotherapy (audiovisual resources, audio, video, etc.)’; the most desirable people to provide information resources: ‘Librarians of digital libraries in consultation with physicians and consultants’; digital resource prioritisation: ‘Multimedia Resources’; services for users: ‘Providing digital information resources, suitable for any age group in the field of bibliotherapy’; legal barriers: ‘The unwillingness of authors and publishers to support free access and at the same time protect the copyright of digital resources in the field of bibliotherapy’; and economic barriers: ‘Impossibility to provide the necessary funding to provide bibliotherapy related services in hospital digital libraries’. Its conceptual and structural model, design and research results indicate a proper fit of the components. Based on the findings of the present study, it can be concluded that the components of bibliotherapy implementation in hospital digital libraries can be classified into six sections in terms of importance and effectiveness: technical and technological infrastructure, services, financial resources, information resources, copyright and human resources.

Web Based Discovery Tools And Its Implementation In Indian Academic Libraries

Web Based Discovery Tools And Its Implementation In Indian Academic Libraries

GReNaDIne: A Data-Driven Python Library to Infer Gene Regulatory Networks from Gene Expression Data.

Context: Inferring gene regulatory networks (GRN) from high-throughput gene expression data is a challenging task for which different strategies have been developed. Nevertheless, no ever-winning method exists, and each method has its advantages, intrinsic biases, and application domains. Thus, in order to analyze a dataset, users should be able to test different techniques and choose the most appropriate one. This step can be particularly difficult and time consuming, since most methods' implementations are made available independently, possibly in different programming languages. The implementation of an open-source library containing different inference methods within a common framework is expected to be a valuable toolkit for the systems biology community. Results: In this work, we introduce GReNaDIne (Gene Regulatory Network Data-driven Inference), a Python package that implements 18 machine learning data-driven gene regulatory network inference methods. It also includes eight generalist preprocessing techniques, suitable for both RNA-seq and microarray dataset analysis, as well as four normalization techniques dedicated to RNA-seq. In addition, this package implements the possibility to combine the results of different inference tools to form robust and efficient ensembles. This package has been successfully assessed under the DREAM5 challenge benchmark dataset. The open-source GReNaDIne Python package is made freely available in a dedicated GitLab repository, as well as in the official third-party software repository PyPI Python Package Index. The latest documentation on the GReNaDIne library is also available at Read the Docs, an open-source software documentation hosting platform. Contribution: The GReNaDIne tool represents a technological contribution to the field of systems biology. This package can be used to infer gene regulatory networks from high-throughput gene expression data using different algorithms within the same framework. In order to analyze their datasets, users can apply a battery of preprocessing and postprocessing tools and choose the most adapted inference method from the GReNaDIne library and even combine the output of different methods to obtain more robust results. The results format provided by GReNaDIne is compatible with well-known complementary refinement tools such as PYSCENIC.

Implementation of Digital Libraries in Book Management and Donation in the Nyala Aksara Community

Web Based Applications has been implemented to organize bookstore and it is reuired to handle a wider library system, especially in a non-profit organization such as Nyala Aksara community library in Batam City. All library sources especially book collections come from donations from the community or charity, with this situation it is expected for the commitee to be able provide a system to reach more people to donate with easiness. The E-library Web application is expected to be able to provide solutions for the Nyala Aksara organization management. The main problems is the donations systems that have not been systematically organized, and then borrowing and returning system for users. E-library application will be built using web-based programming like HTML PHP, MySQL database and designing method with UML Method. The e-library will provide services for those who want to donate books, this application will also provide a system that is able to manage borrowers and how to process the book returning. The results of this research is producing a solution for the organization called E-libarary which is a web-based library management.

Smart Library Transformation Research Empowered by AIGC Technology

This paper investigates the role of Artificial Intelligence and Graph Computing (AIGC) in transforming traditional libraries into smart libraries. It discusses the background and current situation of smart libraries, including their definition, development history, and characteristics. The paper then explores the implementation of AIGC technology in the core operations and services of libraries. This includes automated book classification, intelligent retrieval, voice interaction, virtual reality, data integration and sharing. The paper further presents successful case studies of AIGC implementation in libraries across different sectors. It analyses the potential challenges and future prospects of AIGC in the library transformation process, such as technical challenges, information security, policy regulation, and user demand. Finally, the paper proposes strategic approaches for driving the transformation of libraries into smart libraries using AIGC, including the development of AIGC platforms, education of AIGC talent, enhancing collaboration between AIGC and libraries, and standardising smart library development.

Using Machine Learning to Determine the Motorist Somnolence

Traffic accidents pose an increasing threat to society, and researchers are dedicated to preventing accidents and reducing fatalities, as highlighted by the World Health Organization. One significant cause of accidents is drowsy driving, which often leads to severe injuries and loss of life. The objective of this research is to create a fatigue detection system that can effectively minimize accidents associated with exhaustion. The system utilizes facial recognition technology to identify drowsy drivers by analyzing eye patterns through video processing. When the level of fatigue surpasses a predetermined threshold, the system alerts the driver and adjusts the vehicle's acceleration accordingly. The implementation of OpenCv libraries, such as Haar-cascade, along with Raspberry Pi facilitates seamless integration of the system. This dissertation evaluates advancements in computational engineering for the development of a fatigue detection system to mitigate accidents caused by drowsiness. It offers valuable insights and recommendations to enhance comprehension and optimize the system's effectiveness, ultimately leading to safer road travel.

Analisis Implementasi Standar Nasional Perpustakaan Sekolah Menengah Atas/Madrasah Aliyah (SNP 12:2017)

This study aims to find out how SNP 12:2017 is implemented in the SMAN 6 Pandeglang Library. This type of research is descriptive with a qualitative approach. Data collection techniques in this study are observation, interviews, literature review, and documentation. The results of this study are as follows: first, SNP 12:2017 has seven standards, namely collection standards, infrastructure standards, service standards, library staff standards, implementation standards, management standards, and information technology standards. For librarians in the SMAN 6 Pandeglang library who have the academic competence of library education graduates, the SMAN 6 Pandeglang library only has one room for various library areas. There is a lack of administrators and librarians in the SMAN 6 Pandeglang library who have competence in the field of information technology. Third, the factors that support the implementation of SNP 12:2017 are complete facilities and infrastructure, sufficient time for service activities, and additions to collections carried out every year. Fourth, the process and level of achievement of SNP 12:2017 are not fully implemented and in accordance with SNP 12:2017. There are several aspects that have started to reach SNP 12:2017, including service aspects, implementation aspects, management aspects, and several other aspects. As well, there are several aspects that have not reached SNP 12:2017, including aspects of collection, aspects of information and communication technology, aspects of facilities and infrastructure, and several other aspects.

Balancing Sustainability Factors Affecting the Implementation of Digital Libraries of Malay Manuscript: A Proposed Framework

The aim of this study is to explore and understand the factors that will affect the implementation of Digital Libraries of Malay manuscripts in libraries. The paper discusses the issues related to the risk management of digital resources in Malaysian documentary heritage institutions. The study will have employed a descriptive-qualitative approach to explore how the DLMM is operated in five selected information institutions in Malaysia. Three types of data collection techniques were used: interviews, observation, and document analysis. The semi-structured interview was used as the main data collection technique. The paper’s findings and discovery are significant in highlighting the crucial elements which need to be addressed to ensure the sustainability and successful implementation of digitization projects. The paper’s findings and discovery are significant in highlighting the crucial elements which need to be addressed to ensure the sustainability and successful implementation of any digitization project. The findings of this paper contribute toward the dissemination of new knowledge specifically in the management of digital preservation of documentary heritage available in Malaysia.

SISTEM PENGADAAN BAHAN PUSTAKA PADA DINAS ARSIP DAN PERPUSTAKAAN KOTA BANDUNG

One of the functions of Department Archives and Libraries of Bandung City is the development and implementation of regional library and archive management which includes library management, archive management and library and archive development. In the management of the library, the role of procuring a collection of library materials is very much needed, especially to increase the reading interest of the people of Bandung. The aim of this study is to determine the system of procurement of library materials, to find out the inhibiting factors in the library material procurement system, and to find solutions from librarians in overcoming obstacles in the procurement of library materials. This research was conducted at Department Archives and Libraries of Bandung City from June to July 2022. This type of research is qualitative research using a descriptive method. The instrument of data collection is by interview, observation, and literature review. The system of procurement of Department Archives and Libraries of the Bandung City is divided into three parts namely procurement selection, procurement process, and procurement result. The steps in the selection process for library materials are surveying user needs, collecting selection tools, and selecting library materials. The Techniques and methods of procurement of library materials with the method of selecting providers by direct procurement by procurement staff. The source of funds for the procurement of library materials comes from the Regional Budget of Bandung City in 2022. The process of receiving library materials includes the activities of examining received library materials, grouping of library materials, and submitting to the library material processing unit. After the procurement process is complete, then proceed to the reporting process. Reports are made periodically in the form of financial realization and performance realization which include procurement methods, number of procurements, types of library materials, and budget sources. difficulties in the procurement of library materials include the limited number of library materials published by publishers, the delay in information from publishers regarding the library materials ordered, and the absence of flexibility in determining the price of library materials. The solution to these obstacles is to communicate more intensely with publishers and seek information on library materials according to the required categories, frequent book fairs, and a more flexible policy of budget adjustment for the procurement of library materials.

Assessing the Effectiveness of Strategic Plans Implementation in Kenyan Public University Libraries

Strategic plans have the ability to encourage increased awareness of customer value for developing strategy and implementation. Strategic plans focus on vision of future growth as well as establishing priorities necessary when faced with scarce resources. However, many public university libraries in Kenya do not implement their strategic plans effectively due to several challenges posed by internal as well as external factors. The purpose of the study was to assess the effectiveness of strategic plans implementation in Kenyan public university libraries with a view to propose interventions that can be used to improve the implementation of strategic plans in these libraries. The study adopted mixed methods research approach and concurrent triangulation design employing descriptive survey within a pragmatic philosophical paradigm. Quantitative data was collected by use of questionnaires while qualitative data was by use of interview schedule. The population of study was 277 respondents from selected five public universities. Yamane’s formula was used to get a sample of 134 respondents. Stratified sampling was used to sample library staff while purposive sampling was used to select Deputy Vice Chancellors, and Finance Officers. Quantitative data was analysed statistically and findings presented in tables, charts and graphs while qualitative data was grouped into themes and analysed using content analysis. Findings established that all the participating libraries in the study were implementing strategic plans although that was hampered by various challenges which lack of adequate and skilled staff; that public university libraries are allocated budgets that is not sufficient to support the implementation of their strategic plans. The study recommends that management consider allocating adequate budget and also recruitment of sufficient and qualified staff for efficient implementation of strategic plans. The study provides insights to decision makers on the mechanisms to employ for effective implementation of strategic plans.

Awareness: a strategic tool for the implementation of green libraries by academic librarians

This study sought to examine the importance of awareness in the adoption and implementation of green libraries in academic libraries in Nigeria. The key objectives were to determine academic librarians’ awareness of the concept of green libraries, ascertain if greening libraries is a good innovation for adoption and implementation, ascertain reasons for the slow adoption and implementation of green libraries by academic librarians in Nigeria and to identify strategies for enhancing green library implementation in Nigerian academic libraries. The methodology used was the descriptive survey research design while all the 170 academic librarians in the twelve university libraries across the six states of the North Central geo-political zone of Nigeria and the Federal Capital Territory, Abuja formed the population of the study. Questionnaire was used as the instrument for data collection. Data obtained were analyzed using simple percentages, mean scores and standard deviation. Various suggestions were made on how to create awareness and use it as a strategic tool in the implementation of green libraries in academic libraries. The paper concluded that implementing green libraries will enhance the visibility and value of libraries in society by showcasing their ability to contribute significantly to environmental sustainability and development issues, thereby demonstrating their continued relevance to humanity.