نوع مقاله : مقاله پژوهشی

نویسنده

• محبوبه قربانی

استادیار ، گروه پژوهشی مدیریت اطلاعات و سازماندهی دانش، سازمان اسناد و کتابخانه ملی ایران، تهران، ایران

چکیده

با توجه به تحولات سریع فناوری و افزایش انتظارات کاربران، سازمان‏دهی اطلاعات به یکی از چالش‏برانگیزترین حوزه‌‏های کتابداری تبدیل شده است. این پژوهش با هدف تحلیل بهروش‏‌ها و تجربیات موفق جهانی در زمینه سازمان‏دهی اطلاعات انجام‏شده تا بتواند راهکارهایی کاربردی برای ارتقاء فهرست‏نویسی در کتابخانه‏های ایران ارائه دهد. پژوهش حاضر از نوع کاربردی با رویکرد کیفی و روش تحلیل مضمون انجام شده است. داده‏‌ها از طریق مطالعه اسنادی و تحلیل محتوای گزارش‌‏ها و پروژه‌‏های اجرایی کتابخانه‌‏ها و نهادهای پیشروی بین‏‌المللی در حوزه سازمان‏دهی اطلاعات گردآوری و تحلیل شد. یافته‏‌ها نشان‌‏دهنده پنج دسته کلیدی از اقدامات نوین در حوزه سازمان‏دهی اطلاعات هستند: توسعه استانداردهای فراداده‏ای، ایجاد خدمات داده‌‏باز، پیاده‏سازی داده‏‌های پیوندی، بهره‏‌گیری از فناوری‏‌های هوشمند، و مشارکت کاربران در تولید فراداده. مضمون فراگیر شناسایی‏شده «تحول در سازمان‏دهی و دسترس‏پذیری اطلاعات در محیط دیجیتال» است که بیانگر حرکت به‌‏سوی سیستم‌‏های هوشمند، خودکار و کاربرمحور است. نتایج این مطالعه می‌‏تواند به کتابخانه‏‌های ایرانی در گذار از الگوهای سنتی، به‏کارگیری فناوری‏های نوین و ارتقاء کیفیت خدمات فهرست‏نویسی کمک کند. راهکارهایی چون جایگزینی نرم‏افزارهای سنتی با سامانه‏‌های مبتنی بر RDF، طراحی سیستم‌‏های هوشمند فهرست‏نویسی با بهره‏‌گیری از یادگیری ماشین، ایجاد API باز، پلتفرم‌‏های جمع‌‏سپاری، سامانه واسپاری ناشرین، و اجرای پروژه ملی «ویکی‏‌کتابخانه» مطرح شده‏اند. همچنین توسعه گراف دانش ملی، نشانه‏‌گذاری ساخت‏یافته، و بومی‌‏سازی ISBD نیز برای افزایش تعامل‏‌پذیری، دقت و استانداردسازی داده‌‏های کتابشناختی پیشنهاد شده است.

کلیدواژه‌ها

• سازمان‏دهی اطلاعات
• داده‏های پیوندی
• خدمات داده باز
• هوش مصنوعی
• بهروش‏های فهرست‏نویسی
• کتابخانه‏ها
• نهادهای کتابداری

موضوعات

• مدیریت اطلاعات و دانش

عنوان مقاله [English]

Experiences of Libraries and International Institutions in Information Organization: Lessons for Iranian Libraries

نویسنده [English]

• mahboubeh ghorbani

Assistant Professor, Department of Information Management and Knowledge Organization, National Library and Archives of Iran, Tehran, Iran

چکیده [English]

Introduction

In the age of digital transformation, libraries around the world are facing unprecedented challenges in the field of information organization. The rapid expansion of digital content, the emergence of intelligent technologies, and the increasing expectations of users for seamless access to information have made traditional cataloging methods inadequate. Conventional MARC-based cataloging systems—once the cornerstone of bibliographic control—are now struggling to meet the demands of interoperability, machine readability, and semantic connectivity in a networked environment. As the global information ecosystem moves toward the Semantic Web and Linked Data paradigms, libraries must redefine their role from being custodians of isolated bibliographic records to active participants in interconnected data infrastructures. This paradigm shift demands new strategies, standards, and technologies that can transform cataloging into an intelligent, user-centered, and collaborative process. The present study, titled “Experiences of Libraries and International Institutions in Information Organization: Lessons for Iranian Libraries, ” aims to analyze global best practices in information organization and to propose context-appropriate strategies for improving cataloging performance in Iranian libraries. Considering the stagnation of traditional cataloging systems in Iran—due to limited infrastructure, outdated software, and insufficient alignment with international standards—this research explores how successful international experiences can be localized to enhance efficiency, innovation, and user satisfaction.
Research Question(s)
The central research question guiding this study is: How can successful international experiences in information organization be used to develop effective strategies for updating cataloging processes, improving performance, and responding more efficiently to user needs in Iranian libraries? This question reflects the dual focus of the study: (1) identifying global best practices, and (2) transforming them into actionable, context-sensitive models suitable for Iran’s library environment.
 

Literature Review

Cataloging theory and practice—from rule-based descriptive systems to intelligent, semantically enriched frameworks. Early studies such as Esse (2013) and Pazouki (2014) emphasized the transition from AACR2 to RDA, highlighting the conceptual transformation toward the Functional Requirements for Bibliographic Records (FRBR) and the Library Reference Model (LRM). These frameworks redefined cataloging as a user-centered and relationship-oriented activity rather than a purely descriptive one. Meanwhile, Feldman and Spiteri (2014) envisioned the library catalog of the future as a social and collaborative space, where users actively participate through tagging, annotation, and content contribution. The human dimension of metadata creation—through participatory cataloging—has increasingly complemented automation and machine-driven processes. Recent research, including Roy et al. (2024) and Midde (2024), demonstrated the growing impact of artificial intelligence and machine learning on cataloging and classification. These technologies enhance metadata accuracy, automate subject analysis, and personalize user experiences through recommender systems. Similarly, Ullah et al. (2018) and OCLC (2024) outlined the integration of Linked Data and Open Data frameworks, which improve interoperability and reuse of bibliographic metadata across institutional and disciplinary boundaries. In the Iranian context, scholars such as Hejazi, Heydari, and Geraii (2019), Zarresaz (2021), and Taheri (2012) have identified major challenges facing cataloging modernization, including outdated infrastructure, lack of national coordination, limited adoption of global metadata standards, and insufficient professional training. Although these studies emphasized the need for reform, none have systematically examined how international experiences could be adapted to Iran’s context—a gap this research aims to fill.

Methodology

This research is applied in purpose and qualitative in approach, employing documentary analysis and thematic analysis methods. Data Collection: The corpus consisted of official documents, reports, technical manuals, and strategic plans published between 2019 and 2024 by eight leading international institutions in information organization:

Library of Congress (USA)
British Library
National Library of France (BnF)
German National Library (DNB)
National Library and Archives of Canada (LAC)
National Library of Australia (NLA)
OCLC (Online Computer Library Center)
International Federation of Library Associations and Institutions (IFLA)

A total of 286 documents were retrieved from institutional websites and digital repositories. Each document was systematically coded using alphanumeric identifiers representing the institution and document type (e.g., R = Report, S = Strategy, G = Guideline, etc.).
Data Analysis
The data were analyzed through thematic analysis following the framework proposed by Attride-Stirling (2001) and Braun & Clarke (2006). The analysis proceeded in three iterative stages:

Basic Themes – extraction of meaningful textual units (codes) directly from documents.
Organizing Themes – clustering of related basic themes into broader conceptual groups.
Global Theme – synthesis of organizing themes into an overarching conceptual framework representing the essence of transformation in information organization. Triangulation across data sources and iterative verification by a secondary researcher ensured reliability and validity.
Results

The analysis revealed six major organizing themes that characterize global innovations in information organization and cataloging.

Open Bibliographic and Metadata Services Libraries

Increasingly provide open and reusable metadata through APIs, FTP protocols, and SPARQL endpoints, under Creative Commons or national open data licenses. Initiatives such as data.bnf.fr, British National Bibliography RDF Service, and OCLC WorldCat API exemplify how open access to metadata supports innovation, interoperability, and transparency. Collaborative projects like VIAF (Virtual International Authority File) and WikiLibrary further demonstrate global efforts toward shared metadata ecosystems.

Development of Controlled Vocabularies and Ontologies

Libraries have expanded and digitized subject vocabularies, classification schemes, and ontologies—such as LCSH, RAMEAU, GND, and FAST—transforming them into RDF- or SKOS-based web resources. These tools facilitate multilingual retrieval, semantic linking, and cross-domain search functionalities.

Standardization of Metadata Frameworks

The harmonization of bibliographic standards (RDA, ISBD, MARCXML, ONIX) and alignment with conceptual models like IFLA LRM are central to modern metadata architecture. The RDA 3R Project, ISBD-RDF/XML implementation, and UNIMARC-RDF exemplify initiatives aimed at ensuring cross-standard interoperability.

Implementation of Linked Data and Semantic Web Technologies

Many libraries now employ RDF, OWL, SKOS, and schema.org vocabularies to represent bibliographic entities as interconnected data nodes. The Library of Congress BIBFRAME project and the BnF Knowledge Graph (with over 600 million semantic relationships) showcase the transformation from isolated catalogs to global semantic networks.

Intelligent and Automated Processing

Artificial intelligence is being used to automate cataloging workflows, enhance metadata quality, and accelerate classification. Tools such as AutoDewey, RobotData (BnF), and OCLC AI-based metadata assistants use natural language processing and machine learning to assign subjects, extract entities, and detect inconsistencies. These innovations not only increase productivity but also redefine catalogers’ roles from data entry operators to metadata analysts.

Transformation of Metadata Production Models

Metadata creation is shifting from centralized manual input to distributed, participatory, and automated models. Libraries integrate metadata supplied by publishers (ONIX, CrossRef) and enable user contributions through crowdsourcing platforms. This hybrid approach balances machine efficiency with human contextual insight.
The global theme emerging from these categories is: “Transformation of Information Organization and Accessibility in the Digital Environment”. This theme encapsulates the move from static, isolated cataloging systems toward intelligent, networked, and user-driven infrastructures.

Discussion

The findings reveal that cataloging has evolved into a multidimensional process that integrates technology, collaboration, and intelligence. By adopting open standards and semantic web technologies, libraries enhance the discoverability, interoperability, and reusability of bibliographic data across digital ecosystems. Artificial intelligence introduces significant opportunities for automation, quality control, and personalized discovery. However, ethical considerations—such as data transparency, bias mitigation, and user privacy—must be addressed to ensure responsible adoption. Moreover, user participation in metadata creation enriches cultural and contextual diversity but necessitates robust quality assurance mechanisms. For Iranian libraries, these global experiences offer valuable insights. Despite having professional expertise and strong institutional traditions, Iranian cataloging systems remain largely confined to MARC-based infrastructures with limited semantic capabilities. To bridge this gap, a strategic re-engineering is essential—one that combines technological innovation with capacity building and policy reform. Key adaptation pathways include:
Migration to RDF-based and BIBFRAME-compliant

Cataloging platforms;
Development of a National Open Metadata Repository Providing APIs for reuse;
Integration of AI-assisted cataloging tools for subject analysis and metadata validation;
Implementation of publisher deposit and crowdsourcing systems to expand metadata coverage;
Launch of a National “WikiLibrary” project to connect Iranian metadata with global Linked Data initiatives;
Localization of ISBD and RDA standards to align international models with Persian language and script requirements.

Such initiatives would enable Iranian libraries to transition from isolated bibliographic systems to active contributors in the global knowledge network.

Conclusion

This study synthesizes the best international practices in information organization and demonstrates their applicability to Iran’s library ecosystem. The global trend reveals a decisive shift from descriptive, static cataloging toward intelligent, semantic, and collaborative infrastructures. By embracing open standards, artificial intelligence, and user participation, libraries can enhance both operational efficiency and user experience. For Iran, the path forward involves not merely technological adoption but a conceptual transformation—from maintaining catalogs as passive databases to constructing interconnected knowledge frameworks that align with the global Semantic Web. Implementing RDF-based systems, fostering interoperability, and developing human expertise will empower Iranian libraries to reclaim their central role in the digital knowledge landscape. Ultimately, the transformation envisioned by this study transcends technology; it represents a redefinition of librarianship itself—anchored in openness, intelligence, and collaboration.
 

کلیدواژه‌ها [English]

• information organization
• linked data
• open data services
• artificial intelligence
• cataloging best practices
• libraries and librarianship institutions