{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T07:07:26Z","timestamp":1775027246982,"version":"3.50.1"},"reference-count":47,"publisher":"Emerald","issue":"5","license":[{"start":{"date-parts":[[2023,5,8]],"date-time":"2023-05-08T00:00:00Z","timestamp":1683504000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JD"],"published-print":{"date-parts":[[2024,9,3]]},"abstract":"<jats:sec><jats:title content-type=\"abstract-subheading\">Purpose<\/jats:title><jats:p>Despite being an authentic carrier of various cultural practices, the human body is often underutilised to access the knowledge of human body. Digital inventions today have created new avenues to open up cultural data resources, yet mainly as apparatuses for well-annotated and object-based collections. Hence, there is a pressing need for empowering the representation of intangible expressions, particularly embodied knowledge within its cultural context. To address this issue, the authors propose to inspect the potential of machine learning methods to enhance archival knowledge interaction with intangible cultural heritage (ICH) materials.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title><jats:p>This research adopts a novel approach by combining movement computing with knowledge-specific modelling to support retrieving through embodied cues, which is applied to a multimodal archive documenting the cultural heritage (CH) of Southern Chinese martial arts.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Findings<\/jats:title><jats:p>Through experimenting with a retrieval engine implemented using the Hong Kong Martial Arts Living Archive (HKMALA) datasets, this work validated the effectiveness of the developed approach in multimodal content retrieval and highlighted the potential for the multimodal's application in facilitating archival exploration and knowledge discoverability.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title><jats:p>This work takes a knowledge-specific approach to invent an intelligent encoding approach through a deep-learning workflow. This article underlines that the convergence of algorithmic reckoning and content-centred design holds promise for transforming the paradigm of archival interaction, thereby augmenting knowledge transmission via more accessible CH materials.<\/jats:p><\/jats:sec>","DOI":"10.1108\/jd-01-2022-0027","type":"journal-article","created":{"date-parts":[[2023,5,4]],"date-time":"2023-05-04T02:43:09Z","timestamp":1683168189000},"page":"1148-1166","source":"Crossref","is-referenced-by-count":7,"title":["Unlocking a multimodal archive of\u00a0Southern Chinese martial arts through embodied cues"],"prefix":"10.1108","volume":"80","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7908-0693","authenticated-orcid":false,"given":"Yumeng","family":"Hou","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2582-3084","authenticated-orcid":false,"given":"Fadel Mamar","family":"Seydou","sequence":"additional","affiliation":[]},{"given":"Sarah","family":"Kenderdine","sequence":"additional","affiliation":[]}],"member":"140","published-online":{"date-parts":[[2023,5,8]]},"reference":[{"key":"key2024083106454363200_ref001","unstructured":"Adamou, A., Hou, Y., Kenderdine, S.I.B., Picca, D. and Egloff, M. (2021), \u201cOntology-mediated cultural contact detection through motion and style in Southern Chinese martial arts\u201d, in Bikakis, A., Ferrario, R., Jean, S., Markhoff, B., Mosca, A. and Asmundo, M.N. (Eds), Proceedings of the International Joint Workshop on Semantic Web and Ontology Design for Cultural Heritage, CEUR-ws.org, online, available at: https:\/\/ceur-ws.org\/Vol-2949\/short2.pdf"},{"key":"key2024083106454363200_ref002","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3272127.3275038","article-title":"Deep motifs and motion signatures","volume":"37","year":"2018","journal-title":"ACM Transactions on Graphics"},{"issue":"12","key":"key2024083106454363200_ref003","doi-asserted-by":"publisher","first-page":"1725","DOI":"10.1007\/s00371-017-1452-z","article-title":"Style-based motion analysis for dance composition","volume":"34","year":"2018","journal-title":"The Visual Computer"},{"issue":"23","key":"key2024083106454363200_ref004","doi-asserted-by":"publisher","DOI":"10.3389\/fspor.2019.00023","article-title":"World-class male sprinters and high hurdlers have similar start and initial acceleration techniques","volume":"1","year":"2019","journal-title":"Frontiers in Sports and Active Living"},{"key":"key2024083106454363200_ref005","first-page":"7291","article-title":"Realtime multi-person 2d pose estimation using part affinity fields","year":"2017"},{"issue":"6","key":"key2024083106454363200_ref006","doi-asserted-by":"publisher","first-page":"773","DOI":"10.1080\/17430437.2014.882906","article-title":"Exploring embodiment through martial arts and combat sports: a review of empirical research","volume":"17","year":"2014","journal-title":"Sport in Society"},{"key":"key2024083106454363200_ref007","doi-asserted-by":"crossref","unstructured":"Chao, H. (2023), \u201cDialogue with Roberto Gotti: an initial Foray into comparing Chinese and Italian two-handed sword methods\u201d, in Chao, H., Jaquet, D. and Kim, L. (Eds), Martial Culture and Historical Martial Arts in Europe and Asia, Springer, Singapore, pp.329-367, doi: 10.1007\/978-981-19-2037-0_12.","DOI":"10.1007\/978-981-19-2037-0_12"},{"key":"key2024083106454363200_ref008","unstructured":"Chao, H., Shaw, J. and Kenderdine, S. (Eds) (2016), 300 Years of Hakka Kung Fu: Digital Vision of its Legacy and Future, International Guoshu Association, Hong Kong."},{"key":"key2024083106454363200_ref009","doi-asserted-by":"crossref","unstructured":"Chao, H., Delbridge, M., Kenderdine, S., Nicholson, L. and Shaw, J. (2018), \u201cKapturing kung fu: future proofing the Hong Kong martial arts living archive\u201d, in Whatley, S., Cisneros, R. and Sabiescu, A. (Eds), Digital Echoes, Palgrave Macmillan, Cham, pp.249-264, doi: 10.1007\/978-3-319-73817-8_13.","DOI":"10.1007\/978-3-319-73817-8_13"},{"issue":"7","key":"key2024083106454363200_ref010","doi-asserted-by":"publisher","DOI":"10.1108\/JD-08-2022-0170","article-title":"So how do we balance all of these needs?\u201d: how the concept of AI technology impacts digital archival expertise","volume":"79","year":"2022","journal-title":"Journal of Documentation"},{"issue":"3","key":"key2024083106454363200_ref011","first-page":"405","article-title":"Intersections. bridging the tangible and intangible cultural heritage practices","volume":"121","year":"2020","journal-title":"Volkskunde"},{"key":"key2024083106454363200_ref012","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3212721.3212722","article-title":"A web-based system for annotation of dance multimodal recordings by dance practitioners and experts","year":"2018"},{"key":"key2024083106454363200_ref013","doi-asserted-by":"crossref","unstructured":"Farrer, D.S. and Whalen-Bridge, J. (2011), \u201cIntroduction: martial arts, transnationalism, and embodied knowledge\u201d, in Farrer, D.S. and Whalen-Bridge, J. (Eds), Martial Arts as Embodied Knowledge: Asian Traditions in a Transnational World, Suny Press, pp.\u00a01-28.","DOI":"10.1353\/book12668"},{"key":"key2024083106454363200_ref014","doi-asserted-by":"crossref","unstructured":"Gotti, R. (2023), \u201cThe dynamic sphere: thesis on the third state of the Vitruvian Man\u201d, in Chao, H., Jaquet, D. and Kim, L. (Eds), Martial Culture and Historical Martial Arts in Europe and Asia, Springer, Singapore, pp.93-147, doi: 10.1007\/978-981-19-2037-0_4.","DOI":"10.1007\/978-981-19-2037-0_4"},{"issue":"3","key":"key2024083106454363200_ref015","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3494837","article-title":"Digitizing intangible cultural heritage embodied: state of the art","volume":"15","year":"2022","journal-title":"Journal on Computing and Cultural Heritage"},{"key":"key2024083106454363200_ref016","article-title":"Articulate similarity: a visual search framework for embodied knowledge in a Confucian rites video archive","year":"2021"},{"key":"key2024083106454363200_ref017","volume-title":"Labanotation: or, Kinetography Laban: The\u00a0System of Analyzing and Recording Movement","year":"1977","edition":"3rd ed."},{"key":"key2024083106454363200_ref018","doi-asserted-by":"crossref","unstructured":"Jaillant, L. (2022), \u201cDesign thinking, UX and born-digital archives: solving the problem of dark archives closed to users\u201d, in Jaillant, L. (Ed.), Archives, Access and Artificial Intelligence: Working with Born-Digital and Digitized Archival Collections, Transcript Verlag, pp.\u00a083-108.","DOI":"10.1515\/9783839455845-004"},{"key":"key2024083106454363200_ref019","doi-asserted-by":"crossref","unstructured":"Jaquet, D. (2023), \u201cMartial arts knowledge on and beyond the page: from visual mantras to Hyperrealism with words and brushes\u201d, in Chao, H., Jaquet, D. and Kim, L. (Eds), Martial Culture and Historical Martial Arts in Europe and Asia, Springer, Singapore, pp.283-296, doi: 10.1007\/978-981-19-2037-0_9.","DOI":"10.1007\/978-981-19-2037-0_9"},{"key":"key2024083106454363200_ref020","doi-asserted-by":"crossref","unstructured":"Kenderdine, S. and Shaw, J. (2017), \u201cArchives in motion: motion as meaning\u201d, in Grau, O., Coones, W. and Rh\u00fcse, V. (Eds), Museum and Archive on the Move: Changing Cultural Institutions in the Digital Era, De Gruyter, pp.\u00a0211-233, doi: 10.1515\/9783110529630.","DOI":"10.1515\/9783110529630-014"},{"issue":"2","key":"key2024083106454363200_ref021","doi-asserted-by":"publisher","first-page":"252","DOI":"10.29311\/mas.v19i2.3638","article-title":"Radical intangibles: materializing the ephemeral","volume":"19","year":"2021","journal-title":"Museum and Society"},{"issue":"6","key":"key2024083106454363200_ref022","doi-asserted-by":"publisher","DOI":"10.3390\/s17061261","article-title":"Classification of K-Pop dance movements based on skeleton information obtained by a kinect sensor","volume":"17","year":"2017","journal-title":"Sensors"},{"key":"key2024083106454363200_ref023","year":"2005","journal-title":"Cechy ruchu-charakterystyka i mo\u017cliwo\u015bci parametryzacji [Features of Movement-Characteristics and Capabilities of Parametryzation]"},{"key":"key2024083106454363200_ref024","doi-asserted-by":"publisher","first-page":"267","DOI":"10.1007\/s10044-015-0463-5","article-title":"Recognizing human interactions by genetic algorithm-based random forest spatio-temporal correlation","volume":"19","year":"2016","journal-title":"Pattern Analysis and Applications"},{"key":"key2024083106454363200_ref025","volume-title":"Preserving Local Documentary Heritage: Conversations with Special Library Managers and Archivists in Hong Kong","year":"2015"},{"key":"key2024083106454363200_ref026","volume-title":"Wu Xue Tan Zhen (Examination of Truth in Martial Studies)","year":"2003"},{"issue":"1","key":"key2024083106454363200_ref027","first-page":"9","article-title":"Reconstructing China's indigenous physical culture","volume":"1","year":"2009","journal-title":"Journal of Chinese Martial Studies"},{"issue":"3","key":"key2024083106454363200_ref028","first-page":"114","article-title":"On the pos and cons of modern Chinese Wushu transformation and competitive Wushu","volume":"19","year":"2012","journal-title":"Journal of Physical Education"},{"key":"key2024083106454363200_ref029","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2069276.2069280","article-title":"Nrityakosha: preserving the intangible heritage of Indian classical dance","volume":"4","year":"2011","journal-title":"Journal on Computing and Cultural Heritage"},{"key":"key2024083106454363200_ref030","doi-asserted-by":"crossref","unstructured":"Marciano, R. (2022), \u201cAFTERWORD: towards a new discipline of computational archival science (CAS)\u201d, in Jaillant, L. (Ed.), Archives, Access and Artificial Intelligence: Working with Born-Digital and Digitized Archival Collections, Transcript Verlag, pp.\u00a0205-218.","DOI":"10.1515\/9783839455845-009"},{"issue":"1","key":"key2024083106454363200_ref031","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1177\/205395171665021","article-title":"Where are human subjects in big data research? The emerging ethics divide","volume":"3","year":"2016","journal-title":"Big Data and Society"},{"key":"key2024083106454363200_ref032","doi-asserted-by":"crossref","unstructured":"Rallis, I., Voulodimos, A., Bakalos, N., Protopapadakis, E., Doulamis, N. and Doulamis, A. (2020), \u201cMachine learning for intangible cultural heritage: a review of techniques on dance analysis\u201d, in Liarokapis, F., Voulodimos, A., Doulamis, N. and Doulamis, A. (Eds), Visual Computing for Cultural Heritage, Springer, Cham, pp.103-119, doi: 10.1007\/978-3-030-37191-3_6.","DOI":"10.1007\/978-3-030-37191-3_6"},{"issue":"2","key":"key2024083106454363200_ref033","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1023\/A:1026543900054","article-title":"The earth mover's distance as a metric for image retrieval","volume":"40","year":"2000","journal-title":"International Journal of Computer Vision"},{"key":"key2024083106454363200_ref034","doi-asserted-by":"publisher","first-page":"176458","DOI":"10.1109\/ACCESS.2019.2957947","article-title":"Can Aikido Help with the comprehension of physics? A first step towards the design of intelligent psychomotor systems for STEAM kinesthetic learning scenarios","volume":"7","year":"2019","journal-title":"IEEE Access"},{"key":"key2024083106454363200_ref035","doi-asserted-by":"publisher","first-page":"527","DOI":"10.1007\/978-3-030-45439-5_35","article-title":"Motion words: a text-like representation of 3d skeleton sequences","volume":"12305","year":"2020","journal-title":"Advances in Information Retrieval"},{"key":"key2024083106454363200_ref036","doi-asserted-by":"publisher","DOI":"10.1108\/JD-04-2022-0076","article-title":"Expanding the current tacit\/explicit knowledge dichotomy encompassing situated and theoretical\/normative knowledge: a phenomenological perspective","year":"2022","journal-title":"Journal of Documentation"},{"key":"key2024083106454363200_ref037","doi-asserted-by":"crossref","unstructured":"Tsuchida, S., Fukayama, S. and Goto, M. (2019), \u201cQuery-by-dancing: a dance music retrieval system based on body-motion similarity\u201d, in Kompatsiaris, I., Huet, B., Mezaris, V., Gurrin, C., Cheng, W.H. and Vrochidis, S. (Eds), MMM 2019: MultiMedia Modeling, Springer. doi: 10.1007\/978-3-030-05710-7_21.","DOI":"10.1007\/978-3-030-05710-7_21"},{"issue":"4","key":"key2024083106454363200_ref038","doi-asserted-by":"publisher","first-page":"946","DOI":"10.1108\/JD-04-2020-0060","article-title":"A critical comparison analysis between human and machine-generated tags for the Metropolitan Museum of Art's collection","volume":"77","year":"2021","journal-title":"Journal of Documentation"},{"key":"key2024083106454363200_ref039","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1145\/2822013.2822024","article-title":"Deep signatures for indexing and retrieval in large motion databases","year":"2015"},{"key":"key2024083106454363200_ref040","doi-asserted-by":"publisher","first-page":"3424","DOI":"10.1109\/CVPR.2010.5539994","article-title":"Semi-supervised hashing for scalable image retrieval","year":"2010"},{"issue":"4","key":"key2024083106454363200_ref041","doi-asserted-by":"publisher","first-page":"906","DOI":"10.1108\/JD-06-2020-0102","article-title":"Data modeling and evaluation of deep semantic annotation for cultural heritage images","volume":"77","year":"2021","journal-title":"Journal of Documentation"},{"issue":"1","key":"key2024083106454363200_ref042","article-title":"Generous interfaces for digital cultural collections","volume":"9","year":"2015","journal-title":"Digital Humanities Quarterly"},{"issue":"3","key":"key2024083106454363200_ref043","doi-asserted-by":"publisher","first-page":"391","DOI":"10.1080\/01576895.2019.1640753","article-title":"Negotiating the born-digital: a problem of search","volume":"47","year":"2019","journal-title":"Archives and Manuscripts"},{"key":"key2024083106454363200_ref044","doi-asserted-by":"crossref","unstructured":"Wulf, C. (2020), \u201cPerformativity and dynamics of intangible cultural heritage\u201d, in Brosius, C. and Polit, K.M. (Eds), Ritual, Heritage and Identity (1st ed.), Routledge India, pp.\u00a076-94.","DOI":"10.4324\/9780367818005-6"},{"key":"key2024083106454363200_ref045","doi-asserted-by":"publisher","first-page":"947","DOI":"10.1145\/1557019.1557122","article-title":"Time series shapelets: a new primitive for data mining","year":"2009"},{"key":"key2024083106454363200_ref046","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1016\/j.imavis.2017.02.002","article-title":"Martial arts, dancing and sports dataset: a challenging stereo and multi-view dataset for 3d human pose estimation","volume":"61","year":"2017","journal-title":"Image and Vision Computing"},{"issue":"1","key":"key2024083106454363200_ref047","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1007\/s10994-013-5373-4","article-title":"Massively parallel feature selection: an approach based on variance preservation","volume":"92","year":"2013","journal-title":"Machine Learning"}],"container-title":["Journal of Documentation"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/JD-01-2022-0027\/full\/xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/JD-01-2022-0027\/full\/html","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,24]],"date-time":"2025-07-24T22:33:11Z","timestamp":1753396391000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.emerald.com\/jd\/article\/80\/5\/1148-1166\/1236193"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,5,8]]},"references-count":47,"journal-issue":{"issue":"5","published-online":{"date-parts":[[2023,5,8]]},"published-print":{"date-parts":[[2024,9,3]]}},"alternative-id":["10.1108\/JD-01-2022-0027"],"URL":"https:\/\/doi.org\/10.1108\/jd-01-2022-0027","relation":{},"ISSN":["0022-0418"],"issn-type":[{"value":"0022-0418","type":"print"}],"subject":[],"published":{"date-parts":[[2023,5,8]]}}}