{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,31]],"date-time":"2025-12-31T00:34:37Z","timestamp":1767141277451,"version":"build-2238731810"},"reference-count":23,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2023,6,1]],"date-time":"2023-06-01T00:00:00Z","timestamp":1685577600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,6,1]],"date-time":"2023-06-01T00:00:00Z","timestamp":1685577600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"name":"General Research Funding program, Deanship of Scientific Research at Najran University","award":["NU\/RG\/SERC\/12\/27"],"award-info":[{"award-number":["NU\/RG\/SERC\/12\/27"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Mobile Netw Appl"],"published-print":{"date-parts":[[2023,6]]},"DOI":"10.1007\/s11036-023-02189-5","type":"journal-article","created":{"date-parts":[[2023,8,17]],"date-time":"2023-08-17T13:02:24Z","timestamp":1692277344000},"page":"924-934","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Data Integration Method of Multi-source Feedback Evaluation for Remote Teaching Quality"],"prefix":"10.1007","volume":"28","author":[{"given":"Lili","family":"Chen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohamed","family":"Baza","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hani","family":"Alshahrani","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,8,17]]},"reference":[{"issue":"9","key":"2189_CR1","doi-asserted-by":"publisher","first-page":"3176","DOI":"10.1021\/acs.jchemed.0c00542","volume":"97","author":"R Sunasee","year":"2020","unstructured":"Sunasee R (2020) Challenges of teaching organic chemistry during covid-19 pandemic at a primarily undergraduate institution. J Chem Educ 97(9):3176\u20133181","journal-title":"J Chem Educ"},{"issue":"9","key":"2189_CR2","doi-asserted-by":"publisher","first-page":"3168","DOI":"10.1021\/acs.jchemed.0c00485","volume":"97","author":"PE Danjou","year":"2020","unstructured":"Danjou PE (2020) Distance teaching of organic chemistry tutorials during the covid-19 pandemic: focus on the use of videos and social media. J Chem Educ 97(9):3168\u20133171","journal-title":"J Chem Educ"},{"issue":"03","key":"2189_CR3","first-page":"268","volume":"36","author":"L Han","year":"2019","unstructured":"Han L, Zhou XX, Zhao K (2019) Software testing process model and evaluation based on the laboratory system. Comput Simul 36(03):268\u2013272","journal-title":"Comput Simul"},{"issue":"5","key":"2189_CR4","doi-asserted-by":"publisher","first-page":"2123","DOI":"10.1007\/s11036-021-01777-7","volume":"26","author":"P Gao","year":"2021","unstructured":"Gao P, Li J, Liu S (2021) An introduction to key technology in artificial intelligence and big data driven e-Learning and e-Education. Mobile Netw Appl 26(5):2123\u20132126","journal-title":"Mobile Netw Appl"},{"issue":"3","key":"2189_CR5","first-page":"63","volume":"22","author":"L Shuai","year":"2023","unstructured":"Shuai L, Tenghui H, Jingyi L, Yating L, Kumar A (2023) An effective learning evaluation method based on text data with real-time attribution - a case study for mathematical class with students of junior middle school in China. ACM Trans Asian Low-Resource Lang Inf Process 22(3):63","journal-title":"ACM Trans Asian Low-Resource Lang Inf Process"},{"issue":"1","key":"2189_CR6","first-page":"36","volume":"31","author":"Y Chen","year":"2021","unstructured":"Chen Y (2021) Evaluation of teaching effect of internet of things education platform based on long-term and short-term memory network. Int J Contin Eng Educ Life-Long Learn 31(1):36\u201352","journal-title":"Int J Contin Eng Educ Life-Long Learn"},{"key":"2189_CR7","doi-asserted-by":"publisher","first-page":"679","DOI":"10.1016\/j.ins.2022.11.076","volume":"619","author":"S Liu","year":"2023","unstructured":"Liu S, Gao P, Li Y, Fu W, Ding W (2023) Multi-modal fusion network with complementarity and importance for emotion recognition. Inf Sci 619:679\u2013694","journal-title":"Inf Sci"},{"issue":"12","key":"2189_CR8","doi-asserted-by":"publisher","first-page":"10968","DOI":"10.1002\/int.23029","volume":"37","author":"S Liu","year":"2022","unstructured":"Liu S, Li Y, Fu W (2022) Human-centered attention-aware networks for action recognition. Int J Intell Syst 37(12):10968\u201310987","journal-title":"Int J Intell Syst"},{"issue":"1","key":"2189_CR9","doi-asserted-by":"publisher","first-page":"194","DOI":"10.1002\/cae.22068","volume":"27","author":"Q Lin","year":"2019","unstructured":"Lin Q, Zhu Y, Zhang S, Shi P, Guo Q, Niu Z (2019) Lexical based automated teaching evaluation via students\u2019 short reviews. Comput Appl Eng Educ 27(1):194\u2013205","journal-title":"Comput Appl Eng Educ"},{"issue":"AUG","key":"2189_CR10","doi-asserted-by":"publisher","first-page":"108","DOI":"10.1016\/j.cogsys.2018.11.004","volume":"56","author":"X Zhang","year":"2019","unstructured":"Zhang X, Shi W (2019) Research about the university teaching performance evaluation under the data envelopment method. Cogn Syst Res 56(AUG):108\u2013115","journal-title":"Cogn Syst Res"},{"issue":"9","key":"2189_CR11","first-page":"171","volume":"44","author":"T Gan","year":"2021","unstructured":"Gan T (2021) Research on university distance teaching quality evaluation based on decision tree classification algorithm. Modern Electron Tech 44(9):171\u2013175","journal-title":"Modern Electron Tech"},{"issue":"6","key":"2189_CR12","first-page":"755","volume":"36","author":"JX Ju","year":"2022","unstructured":"Ju JX, Zhang FQ, Huang R (2022) Teaching quality evaluation model based on fireworks algorithm optimizing k-means clustering. J Univ Jinan (Sci Technol) 36(6):755\u2013760","journal-title":"J Univ Jinan (Sci Technol)"},{"issue":"3","key":"2189_CR13","first-page":"743","volume":"42","author":"WY Yu","year":"2022","unstructured":"Yu WY, Liang MY, Wang XX, Chen Z, Cao XW (2022) Student expression recognition and intelligent teaching evaluation in classroom teaching videos based on deep attention network. J Comput Appl 42(3):743\u2013749","journal-title":"J Comput Appl"},{"issue":"7","key":"2189_CR14","doi-asserted-by":"publisher","first-page":"866","DOI":"10.1177\/0734282920903165","volume":"38","author":"AE Donlan","year":"2020","unstructured":"Donlan AE, Byrne VL (2020) Confirming the factor structure of a research-based mid-semester evaluation of college teaching. J Psychoeduc Assess 38(7):866\u2013881","journal-title":"J Psychoeduc Assess"},{"issue":"2","key":"2189_CR15","first-page":"148","volume":"30","author":"Q Li","year":"2020","unstructured":"Li Q, Perez Z (2020) An intelligent evaluation model of bilingual teaching quality based on network resource sharing. Int J Contin Eng Educ Life-Long Learn 30(2):148","journal-title":"Int J Contin Eng Educ Life-Long Learn"},{"issue":"3","key":"2189_CR16","doi-asserted-by":"publisher","first-page":"1147","DOI":"10.1007\/s11036-022-01953-3","volume":"27","author":"C Peng","year":"2022","unstructured":"Peng C, Zhou X, Liu S (2022) An introduction to artificial intelligence and machine learning for online education. Mobile Netw Appl 27(3):1147\u20131150","journal-title":"Mobile Netw Appl"},{"issue":"5","key":"2189_CR17","doi-asserted-by":"publisher","first-page":"2123","DOI":"10.1007\/s11036-021-01777-7","volume":"26","author":"G Peng","year":"2021","unstructured":"Peng G, Jingyi L, Shuai L (2021) An introduction to key technology in artificial intelligence and big data driven e-learning and e-education. Mobile Netw Appl 26(5):2123\u20132126","journal-title":"Mobile Netw Appl"},{"key":"2189_CR18","doi-asserted-by":"publisher","first-page":"371","DOI":"10.1016\/j.knosys.2018.11.007","volume":"164","author":"S Ding","year":"2019","unstructured":"Ding S, Cong L, Hu Q, Jia H, Shi Z (2019) A multiway p-spectral clustering algorithm. Knowl-Based Syst 164:371\u2013377","journal-title":"Knowl-Based Syst"},{"issue":"4","key":"2189_CR19","first-page":"114306","volume":"169","author":"J Fang","year":"2020","unstructured":"Fang J, Partovi FY (2020) Criteria determination of analytic hierarchy process using a topic model. Expert Syst Appl 169(4):114306","journal-title":"Expert Syst Appl"},{"issue":"6","key":"2189_CR20","doi-asserted-by":"publisher","first-page":"115427","DOI":"10.1016\/j.eswa.2021.115427","volume":"183","author":"F Liu","year":"2021","unstructured":"Liu F, Qiu MY, Zhang WG (2021) An uncertainty-induced axiomatic foundation of the analytic hierarchy process and its implication. Expert Syst Appl 183(6):115427","journal-title":"Expert Syst Appl"},{"issue":"6","key":"2189_CR21","first-page":"e4","volume":"22","author":"Y He","year":"2022","unstructured":"He Y, Zhu J, Fu W (2022) A credible predictive model for employment of college graduates based on LightGBM. EAI Endorsed Trans Scalable Inf Syst 22(6):e4","journal-title":"EAI Endorsed Trans Scalable Inf Syst"},{"issue":"6","key":"2189_CR22","doi-asserted-by":"publisher","first-page":"929","DOI":"10.1177\/0145445520923990","volume":"45","author":"R Manolov","year":"2021","unstructured":"Manolov R, Tanious R, De TK, Onghena P (2021) Assessing consistency in single-case alternation designs. Behav Modif 45(6):929\u2013961","journal-title":"Behav Modif"},{"issue":"6","key":"2189_CR23","doi-asserted-by":"publisher","first-page":"1593","DOI":"10.1107\/S1600576720013035","volume":"53","author":"M Moret","year":"2020","unstructured":"Moret M (2020) The Cambridge Structural Database in chemical education: analysis of hydrogen-bonded networks in salts of hexaaqua metal ions with organic counter-ions. J Appl Crystallogr 53(6):1593\u20131602","journal-title":"J Appl Crystallogr"}],"updated-by":[{"DOI":"10.1007\/s11036-023-02238-z","type":"correction","label":"Correction","source":"publisher","updated":{"date-parts":[[2023,9,12]],"date-time":"2023-09-12T00:00:00Z","timestamp":1694476800000}}],"container-title":["Mobile Networks and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11036-023-02189-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11036-023-02189-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11036-023-02189-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,3]],"date-time":"2024-05-03T10:52:56Z","timestamp":1714733576000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11036-023-02189-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6]]},"references-count":23,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2023,6]]}},"alternative-id":["2189"],"URL":"https:\/\/doi.org\/10.1007\/s11036-023-02189-5","relation":{},"ISSN":["1383-469X","1572-8153"],"issn-type":[{"value":"1383-469X","type":"print"},{"value":"1572-8153","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,6]]},"assertion":[{"value":"13 June 2023","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"17 August 2023","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 September 2023","order":3,"name":"change_date","label":"Change Date","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"Correction","order":4,"name":"change_type","label":"Change Type","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"A Correction to this paper has been published:","order":5,"name":"change_details","label":"Change Details","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"https:\/\/doi.org\/10.1007\/s11036-023-02238-z","URL":"https:\/\/doi.org\/10.1007\/s11036-023-02238-z","order":6,"name":"change_details","label":"Change Details","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors have no relevant financial or non-financial interests to disclose. Lili Chen provided the algorithm and experimental results, wrote the manuscript, Mohamed Baza discussed the direction, supervised and analyzed the experiment, Hani Alshahrani provided the experiment environment and revised the manuscript. We also declare that data availability and ethics approval is not applicable in this paper.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics Declarations"}}]}}