Lexicon based Sentiment Analysis of Parent Feedback to Evaluate their Satisfaction Level

Student’s feedback is a very important and crucial tool for any teacher to know his/her performance and to plan the potential improvements. In the present study the student’s opinion comprises of the several characteristics about their teacher's teaching performance are collected through closed ended questions on Likert scale as well as through few open ended questions in terms of brief statements. The open ended questions being difficult to infer; mostly are ignored. For such cases the sentiment analysis is a good tool to bring them in main analysis stream for the inference of data. The satisfaction level pertaining to the teacher’s overall performance also is enquired during the survey as a datum reference. Multinomial logistic regression is fitted and satisfaction levels are estimated using it. These two values are compared subsequently with the third resultant value that is obtained by using the sentiment analysis to evaluate, whether the same feelings about a teacher are being reflected from students feedback collected in the form of statements or not. Sentiment analysis is a technique used to measure the sentiments in numerical values that are associated with the text or the statements under consideration. The sentiment scores obtained using sentiment analysis is further processed to estimate the satisfaction levels and classification rates. Further artificial neural network is used to find out the important characteristic which characterizes the satisfaction levels.

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The Relationship Between Youth University/Major Selection Factor Latent Profile Analysis(LPA) and University Satisfaction Level

The Journal of Career Education Research ◽

10.32341/jcer.2018.03.31.1.1 ◽

2018 ◽

Vol 31 (1) ◽

pp. 1-20

Author(s):

Heejin Jung ◽

A-my Cho

Keyword(s):

Latent Profile Analysis ◽

Profile Analysis ◽

Satisfaction Level ◽

Major Selection ◽

The Relationship ◽

Selection Factor ◽

Latent Profile

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Study of Sentiment of Governor's Election Opinion in 2018

International Journal of Scientific Research in Science Engineering and Technology ◽

10.32628/ijsrset21841124 ◽

2018 ◽

pp. 231-238

Author(s):

Agung Eddy Suryo Saputro ◽

Khairil Anwar Notodiputro ◽

Indahwati A

Keyword(s):

Sentiment Analysis ◽

Naive Bayes ◽

Naïve Bayes ◽

Addition Method ◽

Sentiment Mining ◽

Positive Sentiment ◽

A FRAMEWORK TO EVALUATE ROAD USERS’ SATISFACTION LEVEL

10.32738/ceppm.201310.0044 ◽

2013 ◽

Author(s):

Suthathip Suanmali ◽

◽

Veeris Ammarapala ◽

Paphitchaya Kobsanthia ◽

Theerarat Siriaramsakul ◽

...

Keyword(s):

Satisfaction Level ◽

Road Users

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SATISFACTION LEVEL OF THE FIRST THAI-LAOS FRIENDSHIP BRIDGE AND CROSS-BORDER TRANSPORTATION CHECKPOINT SYSTEM

10.32738/ceppm.201310.0042 ◽

2013 ◽

Author(s):

Sethapong Jarusombathi ◽

◽

Pimnapa Pongsayaporn ◽

Veeris Amalapala

Keyword(s):

Satisfaction Level ◽

Cross Border

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TANGGAPAN WAJIB PAJAK TERHADAP KUALITAS PELAYANAN DILIHAT DARI TINGKAT KEPENTINGAN DAN KINERJA PADA KANTOR PELAYANAN PAJAK KOTA BOGOR

Jurnal Ilmiah Binaniaga ◽

10.33062/jib.v2i01.199 ◽

2018 ◽

Vol 2 (01) ◽

pp. 14

Author(s):

Eddy Supardi

Keyword(s):

Performance Analysis ◽

Service Quality ◽

Descriptive Analysis ◽

Good Work ◽

Satisfaction Level ◽

Quality Service ◽

Analysis Method ◽

And Performance ◽

Personal Tax

The Tax Payer obidience in fulfiling their taxation obligation will be influenced a lot by the satisfaction level toward the service fiscus. The aim of this observation is to know the response of Tax Payer toward service quality through importance and performance. The population which become the object of this observation is the personal Tax Payer registered in Bogor Tax Service Office and the number of respondents taken as the sample are 100 respondents with Slovin formula. The analysis method used is descriptive analysis and importance-performance analysis. The result of this observation will be able to be used as one of the input to Bogor Tax Service Office in improving the quality service and for the following observation, especially those who take the same object as the observation in order to improve the quality service to the Tax Payer based on the service of its working way which is felt less. Otherwise it is important for The Tax Payer, maintaining the good work or balancing the service quality based on the working way which is evaluated less important by The Taxe Payer, but has been done reasonably well or very well by The Service Office

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Comparison of Endoscopic Versus Percutaneous Approach (Blind) to Control the Obturator Jerk in Patients Undergoing Transurethral Resection of Bladder Tumors Under Spinal Anesthesia

Bangladesh Journal of Urology ◽

10.3329/bju.v21i2.49885 ◽

2020 ◽

Vol 21 (2) ◽

pp. 120-126

Author(s):

Alamgir Md ◽

Karim Km Monwarul ◽

Nandy SP ◽

Md Monwar Ul Haque ◽

Sakhawat Mahmud Khan

Keyword(s):

Statistical Analysis ◽

Spinal Anesthesia ◽

Transurethral Resection ◽

Bladder Tumor ◽

Complete Resection ◽

Satisfaction Level ◽

Bladder Tumors ◽

Percutaneous Approach ◽

Group A ◽

Group B

Objective: The aim of the study was to compare the endoscopic versus percutaneous approach (blind) to control the obturator jerk in patients undergoing transurethral resection of bladder tumors under spinal anesthesia. Materials and methods: A prospective observational study was performed in Department of Urology, Chittagong Medical College, Chittagong and some Private Hospitals (Ltd.) in Chittagong city during the period from January 2016 to June 2016. Total 100 patients were grouped into two, on alternate basis. Fifty(50) patients in group- A conducted with endoscopic infiltration with 20ml of injection 2% lignocaine at the bladder tumor base and another 50 patients in group-B, conducted with blind percutaneous technique with same drug and volume ( 20ml inj.2% lignocaine) to control obturator jerk. Severity of obturator jerk in both procedure, percentage of complete resection, ONB procedure related time, ONB procedure related complications and surgeon’s satisfaction level were recorded and compared between two approaches. Chi-square analysis was performed to compare the ease of approach and outcome of the two techniques. A value of P<0.05 was considered statistically significant. Results: The mean age of the patients were 59.44+7.681. In group-A, 50 patients were given inj. 2% lignocaine endoscopically at the bladder tumor base to control obturator jerk. Twenty five patients (50%) had no jerk, 20 patients(40%) developed mild jerk and 5 patients (10%) developed moderate jerk and no patients developed severe jerk. Second attempt was taken in moderate jerk patients (5 patients) and succeeded in 3(6%) patients. So, in this group, complete resection of bladder tumor was possible in 96%. In group B, complete resection of bladder tumor was possible in 84%. Statistical analysis was done and result is significant in case of endoscopic procedure to control obturator jerk(p<0.05). ONB Procedure related time was <20 mins. in 32(64%) patients in group-A and 45 (90%) patients in group- B. 20 mins. or more time was required for 18 (36%) patients in group-A and 5 (10%) patients in group-B. Statistical analysis was done and result is significant in percutaneous (blind) technique (p<0.05). ONB procedure related complications in group-A and Group –B were noted. Statistical analysis was done and result is insignificant (p>0.05). Surgeons satisfaction level were recorded on the basis of obturator jerk block and complete resection and which was statistically significant in favour of endoscopy group (p<0.05). Conclusion: It is concluded that endoscopic injection of 2% lignocaine into the bladder tumor base is better in case of jerk elimination and complete resection than blind percutaneous approach. Though, ONB procedure related time was significantly less in percutaneous group. Bangladesh Journal of Urology, Vol. 21, No. 2, July 2018 p.120-126

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The Relationship between Working Environment and Internship Satisfaction Level: A Case Study Of A 4-Star Hotel Restaurant In Germany

ICONIET PROCEEDING ◽

10.33555/iconiet.v2i4.46 ◽

2019 ◽

Vol 2 (4) ◽

pp. 276-291

Author(s):

Chatarina Natalia Putri

Keyword(s):

Career Development ◽

Working Hours ◽

Learning Opportunities ◽

Working Environment ◽

The Other ◽

Satisfaction Level ◽

Supervisory Support ◽

Support Organization ◽

The Relationship

There are many factors that can lead to internship satisfaction. Working environment is one of the factors that will result to such outcome. However, many organizations discarded the fact of its importance. The purpose of this study is to determine whether there is a significant relationship between working environment and internship satisfaction level as well as to determine whether the dimensions of working environment significantly affect internship satisfaction. The said dimensions are, learning opportunities, supervisory support, career development opportunities, co-workers support, organization satisfaction, working hours and esteem needs. A total of 111 questionnaires were distributed to the respondents and were processed by SPSS program to obtain the result of this study. The results reveal that learning opportunities, career development opportunities, organization satisfaction and esteem needs are factors that contribute to internship satisfaction level. In the other hand, supervisory support, co-workers support and working hours are factors that lead to internship dissatisfaction. The result also shows that organization satisfaction is the strongest factor that affects internship satisfaction while co-workers support is the weakest.

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