Research on the Changing Trend of Employment-Relevant Terms Based on Internet Big Data Analysis

Yang Wei

doi:10.1051/e3sconf/202125101050

All issues

Volume 251 (2021)

E3S Web Conf., 251 (2021) 01050

References

Open Access

Issue		E3S Web Conf. Volume 251, 2021 2021 International Conference on Tourism, Economy and Environmental Sustainability (TEES 2021)


Article Number		01050
Number of page(s)		4
Section		Analysis of Energy Industry Economy and Consumption Structure Model
DOI		https://doi.org/10.1051/e3sconf/202125101050
Published online		15 April 2021

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Lu, G. S. Song, Y. P. Pan, B. C. (2021) How University Entrepreneurship Support Affects College Students’ Entrepreneurial Intentions: An Empirical Analysis from China. Sustainability, 13:3224. [Google Scholar]
Qi, L. An, X. J. Zhang, S. Wang, X. (2020) Research on Knowledge Gap Identification Method in Innovative Organizations under the “Internet+” Environment. Information 11:572. [Google Scholar]
Park, T. J., Kim, C. Y. (2020) Predicting the Variables That Determine University (Re-)Entrance as a Career Development Using Support Vector Machines with Recursive Feature Elimination: The Case of South Korea. J. Sustainability, 12: 7365. [Google Scholar]
Kim, H. Y. Han, Y. S. Song, J. Y., Song T. M. (2019) Application of Social Big Data to Identify Trends of School Bullying Forms in South Korea. International Journal of Environmental Research and Public Health, 16: 2596. [Google Scholar]
Sumayh S. Aljameel, Dina A. Alabbad, Norah A. Alzahrani, Shouq M. Alqarni, Fatimah A. Alamoudi, Lana M. Babili, Somiah K. Aljaafary and Fatima M. Alshamrani. (2021) A Sentiment Analysis Approach to Predict an Individual’s Awareness of the Precautionary Procedures to Prevent COVID-19 Outbreaks in Saudi Arabia. International Journal of Environmental Research and Public Health, 18: 218. [Google Scholar]
Viera Maslej-Krešnáková, Martin Sarnovský, Peter Butka, Kristína Machová. (2020) Comparison of Deep Learning Models and Various Text Pre-Processing Techniques for the Toxic Comments Classification. Applied Sciences, 10:8631 [Google Scholar]
Aldo Mascareño, Pablo A. Henríquez, Marco Billi, Gonzalo A. Ruz. (2020) A Twitter-Lived Red Tide Crisis on Chiloé Island, Chile: What Can Be Obtained for Social-Ecological Research through Social Media Analysis. Sustainability, 12(20): 8506 [Google Scholar]
Nizar Ahmed, Fatih Dilmaç, Adil Alpkocak. (2020) Classification of Biomedical Texts for Cardiovascular Diseases with Deep Neural Network Using a Weighted Feature Representation Method. Healthcare, 8(4): 392 [Google Scholar]
Omar Sharif, Mohammed Moshiul Hoque, A. S. M. Kayes, Raza Nowrozy, Iqbal H. Sarker. (2020) Detecting Suspicious Texts Using Machine Learning Techniques. Applied Sciences, 10(18):6527 [Google Scholar]
Tiancheng Tang, Tianyi Yuan, Xinhuai Tang, Delai Chen. (2020) Incorporating External Knowledge into Unsupervised Graph Model for Document Summarization. Electronics, 9(9): 1520 [Google Scholar]
Konstantinos Demertzis, Konstantinos Tsiknas, Dimitrios Takezis, Charalabos Skianis, Lazaros Iliadis. (2021) Darknet Traffic Big-Data Analysis and Network Management for Real-Time Automating of the Malicious Intent Detection Process by a Weight Agnostic Neural Networks Framework. Electronics, 10(7):781; [Google Scholar]
Zhenjie Zhu, Bingjun Liu, Hailong Wang, Maochuan Hu. (2021) Analysis of the Spatiotemporal Changes in Watershed Landscape Pattern and Its Influencing Factors in Rapidly Urbanizing Areas Using Satellite Data. Remote Sens, 13(6): 1168 [Google Scholar]
Abdul Karim, Azhari Azhari, Samir Brahim Belhaouri, Ali Adil Qureshi, Maqsood Ahmad. (2020) Methodology for Analyzing the Traditional Algorithms Performance of User Reviews Using Machine Learning Techniques. Algorithms, 13(8):202 [Google Scholar]
Myung-Bae Park, Ju Mee Wang, Bernard E. Bulwer. (2021) Global Dieting Trends and Seasonality: Social Big-Data Analysis May Be a Useful Tool. Nutrients, 13(4):1069 [Google Scholar]
Hyun-Jin Kim, Ji-Won Baek, Kyungyong Chung. (2020) Optimization of Associative Knowledge Graph using TF-IDF based Ranking Score. Applied Sciences, 10(13): 4590 [Google Scholar]
Isabella Gagliardi, Maria Teresa Artese. (2020) Semantic Unsupervised Automatic Keyphrases Extraction by Integrating Word Embedding with Clustering Methods. Multimodal Technol. Interact, 4(2): 30 [Google Scholar]
Viju Raghupathi, Jie Ren, Wullianallur Raghupathi. (2020) Studying Public Perception about Vaccination: A Sentiment Analysis of Tweets. International Journal of Environmental Research and Public Health, 17(10):3464 [Google Scholar]
Tedo Vrbanec, Ana Meštrovic. (2020) Corpus-Based Paraphrase Detection Experiments and Review. Information, 11(5): 241 [Google Scholar]
Sonali Rajesh Shah, Abhishek Kaushik, Shubham Sharma, Janice Shah. (2020) Opinion-Mining on Marglish and Devanagari Comments of YouTube Cookery Channels Using Parametric and Non-Parametric Learning Models. Big Data Cogn. Comput, 4(1): 3 [Google Scholar]
Binod Kumar Adhikari, Wanli Zuo, Ramesh Maharjan, Xuming Han, Shining Liang. (2020) Detection of Sensitive Data to Counter Global Terrorism. Applied Sciences, 10(1):182 [Google Scholar]
Ahmad Hawalah. (2019) Semantic Ontology-Based Approach to Enhance Arabic Text Classification. Big Data Cogn. Comput, 3(4): 53 [Google Scholar]
Celestine Iwendi, Suresh Ponnan, Revathi Munirathinam, Kathiravan Srinivasan, Chuan-Yu Chang. (2019) An Efficient and Unique TF/IDF Algorithmic Model-Based Data Analysis for Handling Applications with Big Data Streaming. Electronics, 8(11): 1331; [Google Scholar]
Juan Carlos Kohatsu-Pereira, Lara Quijano-Sánchez, Federico Liberatore, Miguel Camacho-Collados. (2019) Detecting and Monitoring Hate Speech in Twitter. Sensors 19(21): 4654 [Google Scholar]
Lixia Xie, Ziying Wang, Yue Wang, Hongyu Yang, Jiyong Zhang. (2018) New Multi-Keyword Ciphertext Search Method for Sensor Network Cloud Platforms. Sensors, 18(9): 3047 [Google Scholar]

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[1] Zhou, Y., J. Deng, D. P. Chi, J. H. (2021) A Short Text Classification Algorithm Based on Semantic Extension. Chinese Journal of Electronics, 30:153–159. [Google Scholar]

[2] Xin, L. Tang, F. C. Li, M. Y. Zhou, W. X. (2020) From School to Work: Improving Graduates’Career Decision-Making Self-Efficacy. Sustainability, 12:804. [Google Scholar]

[3] Lu, G. S. Song, Y. P. Pan, B. C. (2021) How University Entrepreneurship Support Affects College Students’ Entrepreneurial Intentions: An Empirical Analysis from China. Sustainability, 13:3224. [Google Scholar]

[4] Qi, L. An, X. J. Zhang, S. Wang, X. (2020) Research on Knowledge Gap Identification Method in Innovative Organizations under the “Internet+” Environment. Information 11:572. [Google Scholar]

[5] Park, T. J., Kim, C. Y. (2020) Predicting the Variables That Determine University (Re-)Entrance as a Career Development Using Support Vector Machines with Recursive Feature Elimination: The Case of South Korea. J. Sustainability, 12: 7365. [Google Scholar]

[6] Kim, H. Y. Han, Y. S. Song, J. Y., Song T. M. (2019) Application of Social Big Data to Identify Trends of School Bullying Forms in South Korea. International Journal of Environmental Research and Public Health, 16: 2596. [Google Scholar]

[7] Sumayh S. Aljameel, Dina A. Alabbad, Norah A. Alzahrani, Shouq M. Alqarni, Fatimah A. Alamoudi, Lana M. Babili, Somiah K. Aljaafary and Fatima M. Alshamrani. (2021) A Sentiment Analysis Approach to Predict an Individual’s Awareness of the Precautionary Procedures to Prevent COVID-19 Outbreaks in Saudi Arabia. International Journal of Environmental Research and Public Health, 18: 218. [Google Scholar]

[8] Viera Maslej-Krešnáková, Martin Sarnovský, Peter Butka, Kristína Machová. (2020) Comparison of Deep Learning Models and Various Text Pre-Processing Techniques for the Toxic Comments Classification. Applied Sciences, 10:8631 [Google Scholar]

[9] Aldo Mascareño, Pablo A. Henríquez, Marco Billi, Gonzalo A. Ruz. (2020) A Twitter-Lived Red Tide Crisis on Chiloé Island, Chile: What Can Be Obtained for Social-Ecological Research through Social Media Analysis. Sustainability, 12(20): 8506 [Google Scholar]

[10] Nizar Ahmed, Fatih Dilmaç, Adil Alpkocak. (2020) Classification of Biomedical Texts for Cardiovascular Diseases with Deep Neural Network Using a Weighted Feature Representation Method. Healthcare, 8(4): 392 [Google Scholar]

[11] Omar Sharif, Mohammed Moshiul Hoque, A. S. M. Kayes, Raza Nowrozy, Iqbal H. Sarker. (2020) Detecting Suspicious Texts Using Machine Learning Techniques. Applied Sciences, 10(18):6527 [Google Scholar]

[12] Tiancheng Tang, Tianyi Yuan, Xinhuai Tang, Delai Chen. (2020) Incorporating External Knowledge into Unsupervised Graph Model for Document Summarization. Electronics, 9(9): 1520 [Google Scholar]

[13] Konstantinos Demertzis, Konstantinos Tsiknas, Dimitrios Takezis, Charalabos Skianis, Lazaros Iliadis. (2021) Darknet Traffic Big-Data Analysis and Network Management for Real-Time Automating of the Malicious Intent Detection Process by a Weight Agnostic Neural Networks Framework. Electronics, 10(7):781; [Google Scholar]

[14] Zhenjie Zhu, Bingjun Liu, Hailong Wang, Maochuan Hu. (2021) Analysis of the Spatiotemporal Changes in Watershed Landscape Pattern and Its Influencing Factors in Rapidly Urbanizing Areas Using Satellite Data. Remote Sens, 13(6): 1168 [Google Scholar]

[15] Abdul Karim, Azhari Azhari, Samir Brahim Belhaouri, Ali Adil Qureshi, Maqsood Ahmad. (2020) Methodology for Analyzing the Traditional Algorithms Performance of User Reviews Using Machine Learning Techniques. Algorithms, 13(8):202 [Google Scholar]

[16] Myung-Bae Park, Ju Mee Wang, Bernard E. Bulwer. (2021) Global Dieting Trends and Seasonality: Social Big-Data Analysis May Be a Useful Tool. Nutrients, 13(4):1069 [Google Scholar]

[17] Hyun-Jin Kim, Ji-Won Baek, Kyungyong Chung. (2020) Optimization of Associative Knowledge Graph using TF-IDF based Ranking Score. Applied Sciences, 10(13): 4590 [Google Scholar]

[18] Isabella Gagliardi, Maria Teresa Artese. (2020) Semantic Unsupervised Automatic Keyphrases Extraction by Integrating Word Embedding with Clustering Methods. Multimodal Technol. Interact, 4(2): 30 [Google Scholar]

[19] Viju Raghupathi, Jie Ren, Wullianallur Raghupathi. (2020) Studying Public Perception about Vaccination: A Sentiment Analysis of Tweets. International Journal of Environmental Research and Public Health, 17(10):3464 [Google Scholar]

[20] Tedo Vrbanec, Ana Meštrovic. (2020) Corpus-Based Paraphrase Detection Experiments and Review. Information, 11(5): 241 [Google Scholar]

[21] Sonali Rajesh Shah, Abhishek Kaushik, Shubham Sharma, Janice Shah. (2020) Opinion-Mining on Marglish and Devanagari Comments of YouTube Cookery Channels Using Parametric and Non-Parametric Learning Models. Big Data Cogn. Comput, 4(1): 3 [Google Scholar]

[22] Binod Kumar Adhikari, Wanli Zuo, Ramesh Maharjan, Xuming Han, Shining Liang. (2020) Detection of Sensitive Data to Counter Global Terrorism. Applied Sciences, 10(1):182 [Google Scholar]

[23] Ahmad Hawalah. (2019) Semantic Ontology-Based Approach to Enhance Arabic Text Classification. Big Data Cogn. Comput, 3(4): 53 [Google Scholar]

[24] Celestine Iwendi, Suresh Ponnan, Revathi Munirathinam, Kathiravan Srinivasan, Chuan-Yu Chang. (2019) An Efficient and Unique TF/IDF Algorithmic Model-Based Data Analysis for Handling Applications with Big Data Streaming. Electronics, 8(11): 1331; [Google Scholar]

[25] Juan Carlos Kohatsu-Pereira, Lara Quijano-Sánchez, Federico Liberatore, Miguel Camacho-Collados. (2019) Detecting and Monitoring Hate Speech in Twitter. Sensors 19(21): 4654 [Google Scholar]

[26] Lixia Xie, Ziying Wang, Yue Wang, Hongyu Yang, Jiyong Zhang. (2018) New Multi-Keyword Ciphertext Search Method for Sensor Network Cloud Platforms. Sensors, 18(9): 3047 [Google Scholar]