최소 단어 이상 선택하여야 합니다.
최대 10 단어까지만 선택 가능합니다.
다음과 같은 기능을 한번의 로그인으로 사용 할 수 있습니다.
NTIS 바로가기한국산업정보학회논문지 = Journal of the Korea Industrial Information Systems Research, v.28 no.3, 2023년, pp.69 - 87
최동현 (중앙대학교 국제물류학과) , 박다현 (중앙대학교 무역물류학과)
In this study, news articles from January 2015 to September 2021 were collected and analyzed to identify the topics that affect air freight rates through regression analysis based on freight rates and quarterly key topics for the Incheon to Los Angeles and Frankfurt routes. As a result, it was predi...
Airportal (https://www.airportal.go.kr)
Ahn, K. A (2017). Analysis of the Effects of the Exchange Rate Volatility on Marine and?Air Transportation. Korea Trade Review,?42(6), 131-154.
Blei, D. M., A. Y. Ng and M. I. Jordan?(2003). Latent dirichlet allocation. Journal of?Machine Learning Research, 993-1022.
Cho, M. K. and Lee, B. J (2021). Comparison?of service quality of full service carriers in?Korea using topic modeling: based on?reviews from TripAdvisor. Journal of?Hospitality and Tourism Studies, 23(1),?152-165.
Cho, C. H., S. H. Ahn, B. M. Park and S. M.?Im (2012). Estimate and Forecast Air?Freight Rates Using Stepwise Regression?(From Incheon to LA and Frankfurt).?Korea Research Academy of Distribution?and Management Review, 15(2), 17-26.
Choi, D. H., B. M. Song, D. H. Park and S.?W. Lee (2022). Keyword trends analysis?related to the aviation industry during the?Covid-19 period using text mining. Journal?of the Korea Industrial Information?Systems Research, 27(2), 115-128.
Choi, H (2021). Stock prediction analysis?through artificial intelligence using big data.?Journal of the Korea Institute of Information?and Communication Engineering, 25(10),?1435-1440.
Choi, J. H and Shin, C. S (2015). Correlation?Analysis with Volume of Recreational?Forest Visitors and Internet Search Words?Using 'Big Data'. Journal of the Korean?Institute of Forest Recreation, 19(4), 13-23.
Ham, S. K., H. J. Kim and Y. W. Kim?(2021). A Big-Data Analysis of Media?Coverage on COVID-19 : Topic Modeling?and Semantic Network Analyses by Issue?Cycle and Political Orientation. Korean?Journal of Journalism & Communication?Studies, 65(1), 148-189.
IATA (https://www.iata.org/en)
Incheon International Airport (www.airport.kr)
Jeong, P. J., T. T. Zhao and H. S. Lee (2020).?Analysis of Changes in the Air Passenger?Transport Network by the Spread of?COVID-19 -Focusing on International Airports?in Asia-. Korea Logistics Review, 30(5),?119-136.
Jeong, P. J., T. T. Zhao and H. S. Lee (2020).?A study on the Change of International Air?Cargo Networks at Asian Airports by the?COVID-19 Pandemic. Aviation Management?Society of Korea, 18(4), 71-87.
Jin, H. G., U. G. Guk and K. W. Kang?(2002). Air Cargo Demand Forecasting?using Time Series Data. Proceedings of the?KOR-KST Conference, 42(), 1-5.
Korea Audit Bureau of Certification?(http://www.kabc.or.kr)
KITA (www.kita.net)
Korea Customs Logistics Association?(www.kcla.kr)
Ko, M. H. (2021). A Study on Travel Bubble?after Covid-19 Using Text Mining., The?Korea Academic Society of Tourism and?Leisure Academic presentation proceedings,?33-43.
Kim, K. I. (2017). A Study on the Analysis?and Prediction of Factors Determining?Freight Rates for Korea's Airplane Export:?Focusing on the L.A. Route in the United?States and Frankfurt Route in Europe, Inha?University Logistics Graduate School?Master's or Doctoral Thesis.
Kim, D. Y and Lee, Y. I (2018). News based?Stock Market Sentiment Lexicon Acquisition?Using Word2Vec, The Korea Journal of?BigData, 3(1), 13-20.
Kim, D. H and Cho, H. S (2020). An?Empirical Study on Determinants of Freight?Fluctuation in Air Transportation. The?Journal of shipping and logistics, 36(2),?161-180.
Kim, M. S (2001), A study on forecasting air?passenger demand, Journal of Aviation?Development of Korea, (2), 102-135.
Kim, M. G., J. H. Ryu., D. H. Cha and M. K.?Sim (2020). Stock Price Prediction Using?Sentiment Analysis: from "Stock Discussion?Room" in Naver, The Journal of Society for?e-Business Studies, 25(4), 61-75.
Kim, J. O and Kwon, C. H (2020).?Comparative Analysis of News Articles?related to Airlines and Staff the Previous?Corona19(2019) and After Corona19(2020),?Journal of the Korea Society of Computer?and Information, 25(7), 167-173.
Kim, J. C., H. G. Son and J. S. Park (2019).?A Study on International Air Demand?Forecasting by ARIMA-Intervention Model.?Journal of Korean Society of Transportation,?37(1), 51-65.
Kim, H. J., N. O. Jo and K. S. Shin (2015),?Text Mining-Based Emerging Trend?Analysis for the Aviation Industry. Journal?of Intelligence and Information Systems,?21(1), 65-82.
Kim, H. N., K. S. Lee and G. S. Jo (2003).?Document Classification using Weighted?Associative Classifier. Korea Institute of?Information Scientists and Engineers,?Academic presentation proceedings, 30(2),?154-163.
Lee, M. C and Kim. H. J (2018). Construction?of Event Networks from Large News Data?Using Text Mining Techniques. Journal of?Intelligence and Information Systems, 24(1),?183-203.
Lee, J. Y and Ryu, J. P (2021). Prediction of?Housing Price Index Using Artificial Neural?Network. Journal of the Korea?Academia-Industrial cooperation Society,?22(4), 228-234.
Lim, J. P (2022). Analysis of air demand?recovery and paradigm shift of the air?transport industry after COVID-19.?International Journal of Tourism and?Hospitality Research, 36(2), 167-181.
Min, K. C and Ha, H. K (2020). Forecasting?the Daily Demand of Air Cargo Using Data?Mining with CHAID Approach. Journal of?Korean Society of Transportation, 38(3),?190-207.
Moon, H. N and Kim, J. W (2014). A study on?an individual stock return prediction model?using internet news. Korea Intelligent?Information System Society Academic?presentation proceedings, 387 - 393.
Park, G. Y and An, H. J (2019). The Topic?Modeling Analysis of The DMZ Tour?Issues Using Text Mining. Journal of?Tourism and Leisure Research, 31(4),?143-159.
Park, N. H and Kim, H. B (2016). The Effect?of Keywords of Internet Search Engines on?the Demand of Chinese Inbound Tourists:?An Application of the Baidu Index Data.?Journal of Tourism Sciences, 40(3),?159-174.
Park, J. C., K. J. Han and H. Y. Chae (2019).?Correlation Analysis between Livestock?Mortality Caused by Heat Wave and News?Big Data. Journal of the Association of?Korean Geographers, 8(3), 529-543.
Park, J. S and Lee, J. S (2021). Predictability?of Housing Sales Prices Employing a Real?Estate Sentiment Index : Using Unstructured?Big Data of Online Newspaper and TV?Broadcast News. Journal of Korea Planning?Association, 56(4), 99-111.
Rha, J. S (2022). Analysis of Factors?Affecting Surge in Container Shipping?Rates in the Era of Covid19 Using Text?Analysis. Journal of the Korea Industrial?Information Systems Research, 27(1),?111-123.
Rha, J. S (2020). Analysis on Issues Related to Supply Chain Management in the Era of?Covid19 using Network Text Analysis.?Journal of the Korea Industrial Information?Systems Research, 25(6), 109-123.
Seo, S. K., B. H. Jung and I. K. Kim (2009).?A Study on Estimating of Air Freight?Demand using Regression Model. Journal of?the Military Operations Research Society?of Korea (MORS-K), 35(3), 1-15.
Seo, S. S., J. W. Park., G. S. Song and S. G.?Jo (2014). A Study of Air Freight?Forecasting Using the ARIMA Model.?Journal of Distribution Science, 12(2),?59-71.
Stevens, K., P. Kegelmeyer, D. Andrzejewski?and D. Buttler (2012). Exploring topic?coherence over many models and many?Paper presented at the 2012 joint conference?on empirical methods in natural language?processing and computational language learning?of the Association for Computational?Linguistics, 952-961.
Yoo, H. S and Kim, K. S (2021). A Study on?Correlation Between COVID-19 and Postal?Logistics Keyword Volume Using Machine?Learning Techniques. Proceedings of KIIT?Conference, 242-245?
*원문 PDF 파일 및 링크정보가 존재하지 않을 경우 KISTI DDS 시스템에서 제공하는 원문복사서비스를 사용할 수 있습니다.
Free Access. 출판사/학술단체 등이 허락한 무료 공개 사이트를 통해 자유로운 이용이 가능한 논문
※ AI-Helper는 부적절한 답변을 할 수 있습니다.