Search (63 results, page 1 of 4)

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Abstract

In the keynote paper for the 12th International ISKO Conference in Mysore I discussed the dynamicity of the domain of knowledge organization from the perspective of ongoing domain analyses. Metaanalysis of a series of studies shows that knowledge organization is a strong, scientific community, with a distinct extension that now embraces the search for interoperability, and with intension that shifts along two continuums, one of which is methodological (or epistemological) and ranges from empirical experimental methods to humanistic narrative methods, while the other is more contextual and ranges from concept theory to applied KOS. These elements seem to remain core in knowledge organization as a domain over time (Smiraglia 2012). Another interesting finding is the degree to which the intension along that theory-application continuum is stretched by papers presented at regional ISKO chapter conferences. Since 2006 it has been the policy of this journal to offer to publish the leading papers from any peer-reviewed regional ISKO conference. The papers are selected by conference organizers and forwarded to Knowledge Organization for publication. By analyzing the papers separately we are able to see both the presence of the domain's core internationally and the constant tug and pull on the intension as authors bring new ideas and new research to regional conferences. This editorial, then, summarizes papers from regional conferences that have appeared in Knowledge Organization in 2011 and 2012.

Date

22. 2.2013 11:09:49

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Abstract

Forty-five years have passed since Lubetzky outlined the primary objectives of the catalog, which should facilitate the identification of specific bibliographic entities, and the explicit recoguition of works and relationships amongthem. Still, our catalogs are better designed to identify specific bibliographic entities than they are to guide users among the network of potential related editions and translations of works. In this paper, we seck to examine qualitatively some interesting examples of families of related works, defined as bibliographic families. Although the cases described here were derived from a random sample, this is a qualitative analysis. We selected these bibliographic families for their ability to reveal the strengths and weaknesses of Leazer's model, which incorporates relationship taxonomies by Tillett and Smiraglia Qualitatice analysis is intended to produce on explanation of a phenomenou, particularly an identification of any palterns observed. Patterns observed in qualitative analysis can be used to affirm external observations of the same phenomena; conclusions can contribute to what is knoton as grounded theory-a unique explanation grounded in the phenomenon under study. We arrive at two statements of grounded theory concerning bibliographic families: cataloger-generated implicit maps among works are inadequate, and qualitative analysis suggests the complexity of even the smallest bibliographic families. We conclude that user behavior study is needed to suggest which alternative maps are preferable.

Date

10. 9.2000 17:38:22

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Abstract

The 2012 biennial international research conference of the International Society for Knowledge Organization was held August 6-9, in Mysore, India. It was the second international ISKO conference to be held in India (Canada and India are the only countries to have hosted two international ISKO conferences), and for many attendees travel to the exotic Indian subcontinent was a new experience. Interestingly, the mix of people attending was quite different from recent meetings held in Europe or North America. The conference was lively and, as usual, jam-packed with new research. Registration took place on a veranda in the garden of the B. N. Bahadur Institute of Management Sciences where the meetings were held at the University of Mysore. This graceful tree (Figure 1) kept us company and kept watch over our considerations (as indeed it does over the academic enterprise of the Institute). The conference theme was "Categories, Contexts and Relations in Knowledge Organization." The opening and closing sessions fittingly were devoted to serious introspection about the direction of the domain of knowledge organization. This editorial, in line with those following past international conferences, is an attempt to comment on the state of the domain by reflecting domain-analytically on the proceedings of the conference, primarily using bibliometric measures. In general, it seems the domain is secure in its intellectual moorings, as it continues to welcome a broad granular array of shifting research questionsin its intension. It seems that the continual concretizing of the theoretical core of knowledge organization (KO) seems to act as a catalyst for emergent ideas, which can be observed as part of the evolving intension of the domain.

Date

22. 2.2013 11:43:34

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Abstract

Domain analysis reveals the contours of knowledge in diverse discourse communities. The Dublin Core Metadata Initiative (DCMI) conferences represent the cutting edge of research in metadata for the digital age. Beak and Smiraglia (2013) discovered a shared epistemology revealed by co-citation perceptions of the domain, a common ontological base, social semantics, and a limited but focused intent. User groups did not emerge from that analysis, raising an interesting question about the content of core thematic extension versus a highly granular intension. We analyzed keywords from the titles by year to identify core and granular topics as they arose over time. The results showed that only 36 core keywords, e.g. "Dublin Core," "Metadata," "Linked Data," "Applications," etc. represents the domain's extension. However, there was much rich terminology among the granularity, e.g., "development," "description," "interoperability," "analysis," "applications," and "classification" and even "domain" pointed to the domain's intension.

Source

Knowledge organization in the 21st century: between historical patterns and future prospects. Proceedings of the Thirteenth International ISKO Conference 19-22 May 2014, Kraków, Poland. Ed.: Wieslaw Babik

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Abstract

There is greater depth in knowledge organization systems beyond the surface of hierarchically-structured concepts. Deconstructed elements of a knowledge organization system share network-like relationships that might be used in interaction with the characteristics of documents to provide "classification interaction" as a means of identifying previously undiscovered relationships. A random sample of UDC call numbers from the online catalog of the Catholic University of Leuven (KU Leuven) is analyzed to discover interactions among conceptual classification, instantiation, and bibliographic demographic characteristics. The associations demonstrated represent ways in which predictable interactions occur among classified bibliographic entities and the components of the rich UDC classification.

Source

Knowledge organization in the 21st century: between historical patterns and future prospects. Proceedings of the Thirteenth International ISKO Conference 19-22 May 2014, Kraków, Poland. Ed.: Wieslaw Babik

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Content

"1. What is? Many of us equate the principle activity of knowledge organization with that of ontology, which at its essence is the revelation of the structure of a domain. Among the essential choices that must be made in the construction of ontology are those involving "IsA" relationships. "What is a" is the primary question that defines what belongs inside a set and what, therefore, does not. Employing Dahlberg's concept-theoretic is one approach to defining the elements that belong in a set, although there are many other approaches as well. Whatever method is used, once a set is constituted its members will be considered to be like each other in some way, in other words, they are thought to be the same in some manner, or to some degree. Which leads naturally to the question of how alike must two entities be to be declared the same? Or its correlate, how dissimilar must they be to be declared different? Pondering this question led me to think about musical works that are of the genre "variations on a theme by X." In such works a composer uses a musical mnemonic-a melody usually-to draw listeners into the aural experience, and then, subsequent iterations all contain this original mnemonic but surround it or manipulate it in various ways. The result is always iterative but never boring because each iteration is subtly (or not so subtly) different from the last. And the technique allows the character of the original to be explored fully as well as for it to be reinterpreted by the current composer. In the end it is not so unlike, although a lot more interesting than, multiple citations by an author of another's works- say, like the way each time I cite Patrick Wilson it comes out a little differently. Same but different. Sameness and difference turn out to be essential philosophical positions. Many of the philosophical points of view brought to bear on knowledge organization suggest one or more points of view about this essential question. Semiotics (for example) suggests that signs are always being interpreted anew, phenomenology suggests entities might appear differently as a matter of their individual perception. All points of view are useful because they all shed light on formerly dark corners of the essential questions in knowledge organization.
2. Collocation versus disambiguation Of course, the practical reality is that systems must accommodate dual purposes when they declare entities to be the same or different. We wish at once to collocate or draw together everything that is alike, and at the same time to disambiguate the collocated set. So, the tension between the two purposes holds every system in balance. A set of collocated entities is thought to contain entities that are the same to some degree, but different enough to require an approach to sorting the elements of the set. It reminds me again of Wilson, who said of relevance that sometimes people just want something that serves as a means to some end. What does that suggest about sameness and difference? Perhaps that "more or less the same" or "a little bit different" reveals a sort of fuzzy-set, which opens the brackets around the set of equivalent entities that have been collocated. If so, then it means all the more that the differences, no matter how slight, need to be accounted for in the disambiguation. Of course there is quite a lot of overlap among domains, especially among closely related domains. We can see that in the articles in the present issue of this journal. We have papers that have come from at least three domains, and yet they all treat of knowledge and its conceptual ordering. Yet there is little conformity among the works cited by these four papers. What does that tell us? Perhaps that different domains are a little bit the same?
3. A New Perspective: Theme and Variations In musicology there is a factual reality that every sound you hear can be reduced to a sort of calculus that expresses its tonal and metrical relationships. Schenkerian analysis (Forte and Gilbert 1982) is one approach to this. In the end it reveals a singular truth, which is that music (like information) is essentially an ordered accretion of energy. The beauty of this type of analysis is what it reveals when large quantities of music are analyzed-it reveals sets of similarities that might never have been noticed otherwise. The music information retrieval domain has built its technology and its science along these lines. So where does this leave knowledge organization? In the semantic Web and the magical kingdoms that will follow it, it will be necessary to make samenessdifference decisions of a different sort, to provide the ability to make heretofore unimaginable connections. Elsewhere I have asked when a funeral urn is like a ship's log: the answer is when the instantiation set has the same calculus in its scope, which tells us that the two artifacts have approximately equal impact factors along some cultural or social trajectory. These are the sorts of questions knowledge organization can be able to answer if we can move toward a large base of empirical evidence to which similarity measures can be applied and from which new hypotheses can be drawn to direct investigation. Why have these questions not yet been answered? Because they have not yet been posed."

Date

12. 6.2008 20:18:22

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Abstract

Purpose - The purpose of the research reported here is to improve comprehension of the socially-negotiated identity of concepts in the domain of knowledge organization. Because knowledge organization as a domain has as its focus the order of concepts, both from a theoretical perspective and from an applied perspective, it is important to understand how the domain itself understands the meaning of a concept. Design/methodology/approach - The paper provides an empirical demonstration of how the domain itself understands the meaning of a concept. The paper employs content analysis to demonstrate the ways in which concepts are portrayed in KO concept maps as signs, and they are subjected to evaluative semiotic analysis as a way to understand their meaning. The frame was the entire population of formal proceedings in knowledge organization - all proceedings of the International Society for Knowledge Organization's international conferences (1990-2010) and those of the annual classification workshops of the Special Interest Group for Classification Research of the American Society for Information Science and Technology (SIG/CR). Findings - A total of 344 concept maps were analyzed. There was no discernible chronological pattern. Most concept maps were created by authors who were professors from the USA, Germany, France, or Canada. Roughly half were judged to contain semiotic content. Peirceian semiotics predominated, and tended to convey greater granularity and complexity in conceptual terminology. Nodes could be identified as anchors of conceptual clusters in the domain; the arcs were identifiable as verbal relationship indicators. Saussurian concept maps were more applied than theoretical; Peirceian concept maps had more theoretical content. Originality/value - The paper demonstrates important empirical evidence about the coherence of the domain of knowledge organization. Core values are conveyed across time through the concept maps in this population of conference papers.

Content

Vgl. auch den Beitrag: Treude, L.: Das Problem der Konzeptdefinition in der Wissensorganisation: über einen missglückten Versuch der Klärung. In: LIBREAS: Library ideas. no.22, 2013, S.xx-xx.

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Abstract

Scholarly domains have been analyzed using various tools and techniques to reveal complex genealogies of scholarship, authorship, citation and ontology, resulting in not only deeper knowledge of each area studied, but in a better developed set of methodologies for domain exploration in general. While domain analysis itself is being used frequently in LIS, there remain many areas against which domain analytical tools have not yet been applied. This is the case with encyclopedic collections of knowledge, such as that which is being developed as the Encyclopedia of Milwaukee (EMKE) within the history department at the University of Wisconsin-Milwaukee. This descriptive study will analyze resources categorized under race and ethnicity from a comprehensive bibliography on the history of metropolitan Milwaukee that was designed to serve those who would research and write entries for the EMKE. Bibliometric and analytic techniques are employed to explore the intension and extension of the domain as it is developing.

Source

Knowledge organization in the 21st century: between historical patterns and future prospects. Proceedings of the Thirteenth International ISKO Conference 19-22 May 2014, Kraków, Poland. Ed.: Wieslaw Babik

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Abstract

The library catalog as a catalog of works was an infectious idea, which together with research led to reconceptualization in the form of the FRBR conceptual model. Two categories of lacunae emerge-the expression entity, and gaps in the model such as aggregates and dynamic documents. Evidence needed to extend the FRBR model is available in contemporary research on instantiation. The challenge for the bibliographic community is to begin to think of FRBR as a form of knowledge organization system, adding a final dimension to classification. The papers in the present volume offer a compendium of the promise of the FRBR model.

Content

Introduction to a special issue "The FRBR family of conceptual models: toward a linked future"

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Abstract

At the last Digital Library Conference in London two workshops took place - both (in parallel) devoted to the use of visualization in presenting and navigating large collections. One was entitled Search Is Over! and of the other Knowledge Maps and Information Retrieval. This anecdotal evidence stands for the growing and accelerating quest for visually enhanced interfaces to collections. Researchers from information visualization, computer human interaction, information retrieval, bibliometrics, digital humanities, art and network theory in parallel, often also in ignorance of each other, sometimes in interdisciplinary alliances are engaged in this quest. This paper reviews the current state-of-the-art, with special emphasis on the work of the COST Action TD1210 Knowescape. We discuss in more depth two examples of the use of visual analytics to create a fingerprint of an archive or a library, a data archive and a national library. We present examples from the micro-level of monitoring activities of users, over the meso-level to visualize features of bibliographic records, to macroscopes (a term coined by Katy Borner) into libraries and archives. We also discuss how different ways to perform visual analytics inform each other, how they are related to questions of data mining and statistical analysis, and which methods need to be combined or which communities need to collaborate. To illustrate some of these points we analysed Universal Decimal Classification (UDC) codes in bibliographic datasets of the National Library of Portugal. This is a potential still awaiting to be fully exploited in improving interfaces to subject access and management of classification data. It should be noted that UDC notation strings stored in bibliographic databases require specialist knowledge in both UDC and programming for any visualization tools to be applied. This UDC Seminar which is devoted to authority control is an opportunity to draw attention to the possibilities in visualization whose wider application depends on the readily structured, richer and more transparent subject metadata.

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Abstract

Metadata schemes target resources as information-packages, without attention to the distinction between content and carrier. Most schema are derived without empirical understanding of the concepts that need to be represented, the ways in which terms representing the central concepts might best be derived, and how metadata descriptions will be used for retrieval. Research is required to resolve this dilemma, and much research will be required if the plethora of schemes that already exist are to be made efficacious for resource description and retrieval. Here I report the results of a preliminary study, which was designed to see whether the bibliographic concept of "the work" could be of any relevance among artifacts held by a museum. I extend the "works metaphor" from the bibliographic to the artifactual domain, by altering the terms of the definition slightly, thus: 1) instantiation is understood as content genealogy. Case studies of Etruscan artifacts from the University of Pennsylvania Museum of Archaeology and Anthropology are used to demonstrate the inherence of the work in non-documentary artifacts.

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Abstract

The cataloging and classification community was called to highlight 2010 as "The Year of Cataloging Research," and specifically was challenged to generate research ideas, conduct research, and generally promote the development of new research in cataloging. Cataloging & Classification Quarterly has become the most influential journal of research in cataloging and classification since its inception in 1981. The idea behind the research reported here was to give the CCQ editorial board an opportunity to present its point of view about research for cataloging. A Delphi study was conducted in three stages during the 2009-2010 academic year. Members were asked to define the key terms "cataloging," "evidence," and "research," and to develop a research agenda in cataloging. The results reveal a basic core definition of cataloging perceived as a dynamic, active process at the core of information retrieval. An eight point research agenda emerges that is forward-looking and embraces change, along with top-ranked calls for new empirical evidence about catalogs, cataloging, and catalog users.

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Abstract

Knowledge organization systems, including classifications, can be evaluated and explained by reference to what is called concept theory, attributing to concepts atomic status as basic elements. There are two ways to test knowledge organization systems; both are means of measuring the efficacy of concept theory in specific situations. These are: 1) analyze how well a system represents its warranted concepts; and, 2) analyze how well individual knowledge organization systems are populated with classified target objects. This paper is an attempt to bring together examples from ongoing research to demonstrate the use of empirical approaches to understanding the evolution of knowledge across time as it is represented in knowledge organization systems. The potential for using knowledge organization as a roadmap for the world of knowledge is revealed in the capability of knowledge organization systems to serve as roadmaps and data-mining tools for the knowledge landscape.

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Abstract

Metadata schemas tend to be rationally ordered instruments for the categorization of data about information objects. Instantiation has been demonstrated to be a universal phenomenon. Empirical analysis, both positivist and qualitative, has contributed to typologies of the properties of instantiation. This yields a naïve knowledge organization schema of instantiation. Bibliographic, museum, and archival analyses are compared to demonstrate the value of empirical derivation of categories. In this instance categories, once derived, are demonstrated to represent properties yielding typologies. The empirical generation of categories for knowledge organization is demonstrated.

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Content

"Actions have consequences, and this is certainly true of knowledge organization. One reason our colleague Birger Hjoerland (1998) urges epistemological analysis for the problems of information science is that resources might well serve many different purposes for different users, and thus different user groups might have different epistemological relationships with resources. There is a difference between consulting a dictionary for a definition, reading a text for comprehension to increase your knowledge base, reading for pleasure (which, evidently boosts certain endorphins), and synthesizing a scientific report to generate an hypothesis, just to generate a few scenarios. The only commonality in that list is the consultation of a resource. In each case the purpose dictates the activity and is reliant upon a different epistemological aim. No online source of facts is going to suffice if I want something to read that will give me pleasure; no catalog of fine literature is sufficient for the extraction of scientific theory. Hjoerland also suggests that the names we give - to documents, to categories, even to activities - embodies the action of naming, and thereby also the action of facilitating or obfuscating the use of named resources (Hjoerland 2003, 98). Terminology cannot be neutral because the very selection of terms as names either provides a pathway to understanding or a barrier to usage, depending on the epistemological perspective of the user group. I won't go looking for Miss Marple in your dictionary if you call it a dictionary, even though it might contain a perfectly fine list of motives for murder. Likewise, as an information scientist I am not likely to look for research anywhere except in a database that purports to contain peer-reviewed scientific literature. Names have power, and the action of naming is powerful too. We in knowledge organization need to be aware that no matter how elegant our science, the actions based on our research have consequences. A model generated empirically might make an excellent explanation of a specific reality, but if it migrates into the structure of a system for knowledge organization it has the power to help or hinder assignment to categories, not to mention retrieval from those categories.
An important aspect of what we do is facilitating the curatorial aspect of information retrieval or librarianship. What I mean is that our job is not merely to "mark and park," as generations of catalogers famously have said of both resource description and classification, or even to generate parking spaces (to press my metaphor), but rather our job is to place each entity in the best category, each artifact in the best environment, each resource on the best "shelf" to enhance its usability should it actually be sought for retrieval. Hope Olson (2002) has also written about the limits we create when we exercise the power to name. We must be aware of the consequences of our science. In librarianship in the United States at the moment there is a fair amount of hand-wringing about the future, and this anxiety has been fed by the report of Karen Calhoun on the changing nature of the catalog. Calhoun (2006) suggests that the library community should abandon many of its expensive knowledge organization practices - such as the Library of Congress Subject Headings - in favor of integration of search engines into library catalogs. As logical as this seems on the face of it (and as much as we might often have wished LCSH would go away!), purveyors of such notions have either forgotten or rejected the notion of the library as a social instrument, and therefore the order of things in libraries as an extension of that social role. We must also view knowledge organization then as a cultural enterprise, a social act that has consequences. The ontologies we use to devise categorical schemes imply certain realities. If we say there is no music other than Western Art, why, then there must be no point in paying any attention to music of any other sort, right? And if we say that UFOs are a kind of controversial knowledge, we join the community of non-believers who insist that UFOs do not exist. Surely if we thought they were viable phenomena we would create a concrete class for them (see DDC 001.942). Voila, now we know, UFOs do not exist - the DDC says so. And if a gay adolescent searches for literature to help understand and finds that it all falls under "perversion" then we have oppressed yet another youth (see Campbell 2001). Our actions have social consequences.
Librarianship incorporates the tools of knowledge organization as part of its role as cultural disseminator. Subject headings and classification were both intended by their 19`h century promulgators - perhaps most notably Dewey and Cutter - to facilitate learning by grouping materials of high quality together. We might call this enhanced serendipity if we think it happens by accident or act of fate, or we might call it curatorship if we realize the responsibility inherent in our social role. The cataloger's job always has been to place each work sensitively among other works related to it, and to make the relationships explicit to facilitate and even encourage selection (see Miksa 1983). Schallier (2004) reported on the use of classification in an online catalog to enhance just such a curatorial purpose. UDC classification codes were exploded into linguistic strings to allow users to search, not just for a given term, but for the terms that occur around it - that is, terms that are adjacent in the classification. These displays are used alongside LCSH to provide enhanced-serendipity for users. What caught my attention was the intention of the project (p. 271): UDC permits librarians to build virtual library shelves, where a document's subjects can be described in thematic categories rather than in detailed verbal terms. And: It is our experience that most end users are not familiar with large controlled vocabularies. UDC could be an answer to this, since its alphanumeric makeup could be used to build a tree structure of terms, which would guide end users in their searchers. There are other implications from this project, including background linkage from UDC codes that drive the "virtual shelves" to subject terms that drive the initial classification. Knowledge organization has consequences in both theory and application."

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Abstract

To contribute to the development of a sophisticated control of bibliographic works research must be build on the growing understanding of the nature of the work and the constitution of bibliographic families. The present study was designed to address the following in the context of a global bibliographic database: OCLC's WorldCat: the proportion of works that are members of bibliographic families; the size of each family; bibliographic characteristics that can be associated with the existence or extent of derivative bibliographic relationships; the frequency with which each type of relationship appears; and the complexity of bibliographic families. A sample of bibliographic families was constructed. Results indicate that a core of works of similar character constitute the bibliographic population of American academic and research libraries (OCLC members). It seems that the canon of derivative works is greater in the academic sphere than in the bibliographic universe represented by OCLC at large. The size of a bibliographic family seems to be related to its popularity or its canonicity. Discipline, form, and genre all fail to demonstrate any influence on derivation of works. Further study of specific segments of the bibliographic universe, for instance the literature of particular disciplines, is clearly called for. The purpose of this research is to contribute to the development of a sophisticated control of bibliographic works and families. In particular, this research is designed to build on our growing understanding of the nature of the work and the constitution of bibliographic families

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Abstract

Contrasts in 20th century classification theory relate to a transition from a universe of "knowledge" system towards one of "concepts' Initiatives to develop a Simple Knowledge Organization Systems (SKOS) standard based on classification schemes and taxonomies within the framework of the Semantic Web (SW) are attempts to bridge the gap. Current knowledge organization systems (KOS) seem to reinforce "syntactics" at the expense of semantics. We claim that all structure is syntactic but knowledge structures need to have a semantic component as well. Therefore we consider classifications as artificial languages. The Universal Decimal Classification (UDC) constitutes a natural language-independent notation system that allows for mediating between concepts and knowledge systems. We discuss an elementary theory of knowledge organization based on the structure of knowledge rather than on the content of documents. Semantics becomes not a matter of synonymous concepts, but rather of coordinating knowledge structures. The interactions between these systems represent interactions between different universes of knowledge or concepts.

Source

Classification and ontology: formal approaches and access to knowledge: proceedings of the International UDC Seminar, 19-20 September 2011, The Hague, The Netherlands. Eds.: A. Slavic u. E. Civallero

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Abstract

Recently I was asked in earnest why KO doesn't have keywords. To which my reply was to LOL. Really-I laughed, out loud, and then I said "but it does, in every line!" I decided to undertake a little editorial experiment by using the contents of the last two issues of Knowledge Organization - Volume 40 (2013) number 1 contained an editorial, 4 peer-reviewed articles, a book review, a classification issues report, and two substantive letters to the editor. Volume 40 (2013) number 2 contained 5 peer-reviewed articles, some ISKO news, and a bibliographic essay book review; unfortunately at the time this was written number 2 had not been indexed by either service. I decided to compare keywords drawn from Thompson Reuters' Web of ScienceT and EBSCOHost's Library and Information Science and Technology Abstracts with Full Text (LISTA) to the actual keywords pulled from the texts. Full texts were uploaded to Voyeur from Hermeneutica.ca -The Rhetoric of Text Analysis (http://hermeneuti.ca/voyeur/) to derive most frequently used terms (applying an English language stoplist). Table 1 contains those comparative results.

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Abstract

Bibliographic control does not differ in substance from one type of material to another. Therefore it is not possible to separate the bibliographic control of music materials entirely from the larger domain of bibliographic control activity. The literature of music librarianship is examined for relevant theoretical explanations. Specific problems of description and access are used to show that, in general, the requirements for bibliographic control of music fit neatly into the theoretical structure for all bibliographic control. The primary purpose of descriptive cataloging of musical objects is to identify and differentiate among objects in a library collection. Where the concept of responsibility is relevant, access is provided through the names of composers or performers. Systematic access is provided through co-equal facets: medium, manifestation, and form.

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Abstract

The referencing habits of scholars, having abandoned physical bibliography for harvesting of digital resources, are in crisis, endangering the bibliographical infrastructure supporting the domain of knowledge organization. Research must be carefully managed and its circumstances controlled. Bibliographical replicability is one important part of the social role of scholarship. References in Knowledge Organization volume 45 (2018) were compiled and analyzed to help visualize the state of referencing in the KO domain. The dependence of science on the ability to replicate is even more critical in a global distributed digital environment. There is great richness in KO that make it even more critical that our scholarly community tend to the relationship between bibliographical verity and the very replicability that is allowing the field to grow theoretically over time.