Journal of Contemporary Asia最新文献

{"title":"L’Asie du Sud-Est 2019 : bilan, enjeux et perspectives","authors":"Gabriel Camară","doi":"10.4000/books.irasec.3635","DOIUrl":"https://doi.org/10.4000/books.irasec.3635","url":null,"abstract":"","PeriodicalId":47420,"journal":{"name":"Journal of Contemporary Asia","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2023-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43317470","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Highways to the End of the World. Roads, Roadmen and Power in South Asia","authors":"Hasan H. Karrar","doi":"10.1080/00472336.2023.2182228","DOIUrl":"https://doi.org/10.1080/00472336.2023.2182228","url":null,"abstract":"","PeriodicalId":47420,"journal":{"name":"Journal of Contemporary Asia","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2023-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49448000","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Double Poverty: Class, Employment Type, Gender and Time Poor Precarious Workers in the South Korean Service Economy","authors":"Taehwan Kim, S. Lee","doi":"10.1080/00472336.2023.2176782","DOIUrl":"https://doi.org/10.1080/00472336.2023.2176782","url":null,"abstract":"","PeriodicalId":47420,"journal":{"name":"Journal of Contemporary Asia","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49451123","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"X-CHAR: A Concept-based Explainable Complex Human Activity Recognition Model.","authors":"Jeya Vikranth Jeyakumar, Ankur Sarker, Luis Antonio Garcia, Mani Srivastava","doi":"10.1145/3580804","DOIUrl":"10.1145/3580804","url":null,"abstract":"<p><p>End-to-end deep learning models are increasingly applied to safety-critical human activity recognition (HAR) applications, e.g., healthcare monitoring and smart home control, to reduce developer burden and increase the performance and robustness of prediction models. However, integrating HAR models in safety-critical applications requires trust, and recent approaches have aimed to balance the performance of deep learning models with explainable decision-making for complex activity recognition. Prior works have exploited the compositionality of complex HAR (i.e., higher-level activities composed of lower-level activities) to form models with symbolic interfaces, such as concept-bottleneck architectures, that facilitate inherently interpretable models. However, feature engineering for symbolic concepts-as well as the relationship between the concepts-requires precise annotation of lower-level activities by domain experts, usually with fixed time windows, all of which induce a heavy and error-prone workload on the domain expert. In this paper, we introduce <i>X-CHAR</i> , an eXplainable Complex Human Activity Recognition model that doesn't require precise annotation of low-level activities, offers explanations in the form of human-understandable, high-level concepts, while maintaining the robust performance of end-to-end deep learning models for time series data. <i>X-CHAR</i> learns to model complex activity recognition in the form of a sequence of concepts. For each classification, <i>X-CHAR</i> outputs a sequence of concepts and a counterfactual example as the explanation. We show that the sequence information of the concepts can be modeled using Connectionist Temporal Classification (CTC) loss without having accurate start and end times of low-level annotations in the training dataset-significantly reducing developer burden. We evaluate our model on several complex activity datasets and demonstrate that our model offers explanations without compromising the prediction accuracy in comparison to baseline models. Finally, we conducted a mechanical Turk study to show that the explanations provided by our model are more understandable than the explanations from existing methods for complex activity recognition.</p>","PeriodicalId":47420,"journal":{"name":"Journal of Contemporary Asia","volume":"5 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10961595/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80887756","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"The China-led Belt and Road Initiative and its Reflections: The Crisis of Hegemony and Changing Global Orders","authors":"P. Prime","doi":"10.1080/00472336.2023.2181204","DOIUrl":"https://doi.org/10.1080/00472336.2023.2181204","url":null,"abstract":"","PeriodicalId":47420,"journal":{"name":"Journal of Contemporary Asia","volume":"53 1","pages":"902 - 904"},"PeriodicalIF":2.2,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41757389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Populism in Taiwan: Rethinking the Neo-liberalism–Populism Nexus","authors":"Szu-Yun Hsu","doi":"10.1080/00472336.2023.2174167","DOIUrl":"https://doi.org/10.1080/00472336.2023.2174167","url":null,"abstract":"","PeriodicalId":47420,"journal":{"name":"Journal of Contemporary Asia","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2023-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44721578","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Ideological Contestation and Gender Policy Reforms in Post-Reformasi Indonesia","authors":"Muhammad Ammar Hidayahtulloh","doi":"10.1080/00472336.2023.2177558","DOIUrl":"https://doi.org/10.1080/00472336.2023.2177558","url":null,"abstract":"","PeriodicalId":47420,"journal":{"name":"Journal of Contemporary Asia","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2023-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45681797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Bruce McFarlane (1936–2022)","authors":"K. Hewison","doi":"10.1080/00472336.2023.2178114","DOIUrl":"https://doi.org/10.1080/00472336.2023.2178114","url":null,"abstract":"","PeriodicalId":47420,"journal":{"name":"Journal of Contemporary Asia","volume":"53 1","pages":"371 - 374"},"PeriodicalIF":2.2,"publicationDate":"2023-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47601811","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Pacific Islands Guestworkers in Australia. The New Blackbirds?","authors":"S. Macwilliam","doi":"10.1080/00472336.2023.2170265","DOIUrl":"https://doi.org/10.1080/00472336.2023.2170265","url":null,"abstract":"","PeriodicalId":47420,"journal":{"name":"Journal of Contemporary Asia","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2023-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45553653","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Skills and Training in Hierarchical Capitalism: The Rise and Fall of Vocational Training in South Korea","authors":"T. Fleckenstein, Soohyung Lee, Jaehyoung Park","doi":"10.1080/00472336.2023.2168207","DOIUrl":"https://doi.org/10.1080/00472336.2023.2168207","url":null,"abstract":"","PeriodicalId":47420,"journal":{"name":"Journal of Contemporary Asia","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2023-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48928537","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}