scholarly journals Modeling Age of Acquisition Norms Using Transformer Networks

2021 ◽  
Vol 34 (1) ◽  
Author(s):  
Antonio Laverghetta Jr. ◽  
John Licato
Keyword(s):  
Linear Regression ◽  
Language Processing ◽  
Statistical Models ◽  
Semantic Networks ◽  
Age Of Acquisition ◽  
Superior Performance ◽  
Prior Work ◽  
Simple Linear Regression ◽  
Word Acquisition

The age at which children acquire words is an important psycholinguistic property for modeling the growth of children's semantic networks. Much work over the years has explored how to effectively exploit statistical models to predict the age at which a word will be acquired, ranging from simple linear regression to LSA and skip-gram. However, thus far no work has explored whether transformers are any better at modeling word acquisition, despite the superior performance they have achieved on a wide variety of natural language processing (NLP) benchmarks. In this paper, we explore using several transformer models to predict the age of acquisition norms for several datasets. We evaluate the quality of our models using various experiments based on prior work and compare the transformers against two baseline models. We obtain promising results overall, as the transformers can outperform the baselines in most cases.

scholarly journals PENGARUH PEMBANGUNAN KEBUDAYAAN TERHADAP PEMBANGUNAN MANUSIA DI INDONESIA

2020 ◽  
Vol 3 (1) ◽  
pp. 1-17
Author(s):  
Isna Zuriatina
Keyword(s):  
Linear Regression ◽  
Human Life ◽  
National Development ◽  
Development Planning ◽  
Cultural Development ◽  
Cultural Literacy ◽  
Simple Linear Regression ◽  
Development Index ◽  
The Government

The diversity of Indonesian culture is a strong basic capital in development. The government has realized that cultural treasures in Indonesia are valuable assets. Cultural development is one of the government's efforts to improve the welfare and quality of human life in Indonesia. To measure the quality of human life, the Human Development Index (HDI) indicator is used, which explains how the population can access the results of development in obtaining income, health, education, and so on. The Cultural Development Index (CDI) is an instrument used to measure the achievements of cultural development performance, which consists of 7 dimensions, namely dimensions of cultural economy, education, socio-cultural resilience, cultural heritage, cultural expression, cultural literacy, and gender. To find out how much influence the CDI has on HDI in Indonesia, a simple linear regression statistical method is used. The result of this study illustrate that the CDI and HDI have a positive relationship, that is, the higher the CDI achievement, the higher the HDI achievement of a region. From the result of R Square shows that 40 percent of the HDI variable can be explained by the CDI variable, while the rest can be explained by other factors. Through a simple linear regression statistical analysis test found that every one percent increase in the CDI, will increase the HDI by 0.437 percent. This finding is expected to provide recommendations to the government regarding cultural-based national development. All development planning must also consider cultural development.

AGAMA DAN FILANTROPI: PENGARUH PROMOSI TERHADAP MINAT MASYARAKAT MENJADI FILANTROPIS ZAKAT (MUZAKKI) PADA LEMBAGA AMIL ZAKAT DI KOTA AMBON

2020 ◽  
Vol 16 (1) ◽  
Author(s):  
Rosna Kurnia ◽  
Dety Aryani Relubun ◽  
Wahyu Ismail Kurnia ◽  
Roni Ismail
Keyword(s):  
Regression Analysis ◽  
Linear Regression ◽  
Data Collection ◽  
Linear Regression Analysis ◽  
Life Quality ◽  
Literary Study ◽  
Simple Linear Regression ◽  
Muslim Majority ◽  
Promotion Effort

Each religion obliges its followers to do philanthropy deed. Zakat is one of philanthropy tenets in Islam. In Islam, zakat is believed to be one of the vital instruments in an effort to eradicate poverty, decrease unemployment rate, and improve the life quality of society. As Muslim majority country, Indonesia rightly need to optimize the zakat philanthropy program through stimulating people's inclination to become loyal zakat philanthropist or Muzakki in one of the Zakat collection agencies in Indonesia. This research, therefore, is aiming at analyzing the influence of promotion on forming people's interest in becoming Muzakki in one of the Zakat agencies in Ambon, Maluku province. The quest was particularly conducted in YAKESMA Zakat Agency in Ambon. The data collection processes were literary study, interview, and questionnaire allotment regarding the research. As for the data analyzing, the simple linear regression analysis was used with variables consisting of promotion scale and people's proclivity of 25 out of 154 respondents. The outcome of the research indicated that the promotion scale has a significant improvement of people's proclivity to become Muzakki or zakat philanthropist in YAKESMA Zakat agency in Ambon. The promotion effort contributed 78.9 percent in forming Ambonese’s proclivity to become loyal zakat philanthropist (Muzakki) in YAKESMA Zakat agency in Ambon.

scholarly journals PENGARUH KUALITAS SUMBER DAYA MANUSIA TERHADAP PERKEMBANGAN USAHA PADA KPRI PERTAGUMA KOTA MADIUN

2016 ◽  
Vol 4 (1) ◽  
pp. 57
Author(s):  
Inggar Ariani Karendra
Keyword(s):  
Linear Regression ◽  
Human Resources ◽  
Sampling Technique ◽  
Free Variable ◽  
Business Development ◽  
Simple Linear Regression ◽  
Purposive Sampling ◽  
Independent Variable ◽  
Variable Quality

<p>This study aims (1) to determine the quality of human resources at KPRI “Pertaguma” Madiun City, (2) To determine the development of business in KPRI “Pertaguma”, and (3) To determine the effect of the quality of human resources to the business development on KPRI “Pertaguma” Madiun City. The independent variable in this study is the quality of human resources while the dependent variable is business development. Sampling technique using a purposive sampling. The researcher uses purposive sampling technique as sampling technique. Results showed that there is difference between the effect of the quality of human resources to the business development on KPRI Pertaguma Madiun. Free variable at this research is the quality of human resource while variable tied is business development. It can be seen from the calculation of simple linear regression of Y = 61.738 + 0.210 X. Where the variable quality of human resources totaled</p>0.210 shows the influence of the quality of human resources to the business development are positively correlated, meaning that any increase in the quality of human resources 1% resulted in higher business development at 0.210 units. Based on the results of the analysis can be said to be a significant relationship between quality of human resources and the business development, meaning that there is difference business development of the quality of human resources to the business development on KPRI Pertaguma Madiun.

scholarly journals PENGARUH KUALITAS PELAYANAN BANQUET TERHADAP KEPUASAN KONSUMEN PADA LABERSA GRAND HOTEL & CONVENTION CENTER SIAK HULU KAMPAR

2019 ◽  
Vol 8 (1) ◽  
pp. 176-188
Author(s):  
Nova Syafrina ◽  
Syaiful Akbar
Keyword(s):  
Linear Regression ◽  
Customer Satisfaction ◽  
Service Quality ◽  
Consumer Satisfaction ◽  
Secondary Data ◽  
Simple Linear Regression ◽  
Independent Variables ◽  
Convention Center ◽  
Grand Hotel

Abstrak           Penelitian ini dilakukan di Labersa Grand Hotel & Convention Center, Siak Hulu, Kampar. Tujuan penelitian ini adalah untuk mengetahui apakah ada pengaruh yang signifikan antara kualitas pelayanan terhadap kepuasan konsumen pada Labersa Grand Hotel & Convention Center, Siak Hulu, Kampar. Populasi yang ada dalam penelitian ini sebanyak 1.317 orang. Dalam penelitian ini pengambilan sampel menggunakan asidental sampling, yaitu sebesar 93orang. Data yang digunakan adalah data primer dan sekunder dengan analisis menggunakan regresi linier sederhana. Hasil penelitian menunjukan bahwa hasil regresi linier adalah Y=16,974+ 0,642X yaitu memiliki arah hubungan yang positif, dan dan variabel kualitas pelayanan berpengaruh signifikan terhadap kepuasan konsumen hal tersebut dapat dilihat nilai nilai t_hitung (7,722) > dari t_tabel (1,98638). sedangkan besarnya pengaruh kualitas pelayanan terhadap kepuasan konsumen adalah sebesar 39,6 persen sedangkan sisanya sebesar 60,4 persen menggambarkan variabel bebas lainnya yang tidak  diamati dalam penelitian ini.     Kata Kunci : Kualitas Pelayanan Dan Kepuasan Konsumen.            This research was conducted at Labersa Grand Hotel & Convention Center, Siak Hulu, Kampar. The purpose of this study was to determine whether there was a significant effect between the quality of service on customer satisfaction at Labersa Grand Hotel & Convention Center, Siak Hulu, Kampar. The population in this study was 1,317 people. In this study the sampling uses incidental sampling, which is equal to 93 people. The data used are primary and secondary data with analysis using simple linear regression. The results showed that the linear regression results were Y = 16,974 + 0,642X which has a positive relationship direction, and the service quality variable has a significant effect on customer satisfaction. It can be seen the value of t-count (7,722)> from t-table (1,98638). while the magnitude of the effect of service quality on consumer satisfaction is 39.6 percent while the remaining 60.4 percent describes other independent variables not observed in this study..  Keywords: Service Quality and Consumer Satisfaction

scholarly journals ANALISIS MUTU KIMIA DAN ORGANOLEPTIK PUPUK ORGANIK TANDAN KOSONG KELAPA SAWIT DENGAN DOSIS EM-4 BERBEDA

2019 ◽  
Vol 9 (2) ◽  
pp. 13
Author(s):  
Ade Maya Mustika ◽  
Penti Suryani ◽  
Tahrir Aulawi
Keyword(s):  
Experimental Design ◽  
Linear Regression ◽  
Oil Palm ◽  
Organic Fertilizer ◽  
Simple Linear Regression ◽  
Validity And Reliability ◽  
Randomized Design ◽  
Completely Randomized Design ◽  
Animal Sciences

This research was conducted from August to December 2016 at the PEM Laboratory of the Faculty of Agriculture and Animal Sciences State Islamic University of Sultan Syarif Kasim Riau and Central Plantation Service Laboratory. The study aims to 1). Analyzing the chemical and organoleptic qualites of Oil Palm Empty Bunches organic fertilizer with the addition of different EM-4 doses 2). Determine the best quality on the quality of Oil Palm Empty Bunches organic fertilizer. The experimental design was Completely Randomized Design (CRD) and three replications. The treatment were application of (EM4) consist of 0 ml, 5 ml, 10 ml, 15 ml, 20 ml, and 25 ml. Results analysis using ANOVA variance, simple linear regression and validity and reliability analysis. The results showed that the addition of EM-4 resulted in quality in accordance with SNI 19-7030-2004 with the dose of 5 ml, 10 ml, and 15 ml, respectively, but on the measurement of fertilizer pH organic Oil Palm Empty Bunches does not meet SNI: 19-7030-2004.

scholarly journals Analysis Effect Of Thick Ballast On Track Quality Index (TQI) Value Route Wonokromo – Mojokerto

2021 ◽  
Vol 23 (1) ◽  
pp. 30-36
Author(s):  
Untung Subarkah ◽  
Hera Widyastuti ◽  
Catur Arif Prastyanto
Keyword(s):  
Regression Analysis ◽  
Linear Regression ◽  
Quality Index ◽  
Geometrical Structure ◽  
Linear Regression Analysis ◽  
Simple Linear Regression ◽  
Simple Linear Regression Analysis ◽  
Track Quality

In Operational  Area  8 Surabaya there are several railway lines, one of which is the Wonokromo - Mojokerto line. This lane has a fairly heavy train traffic frequency including the connecting lane south. This will affect the quality of roads on the Wonokromo - Mojokerto line. To assess damage to a railroad seen from several aspects in the structure of the railroad. These aspects are the structure of the railroad, the structure of the railroad and the geometrical structure of the railroad. In Indonesian railways, the railroad uses railroad geometry consisting of several parameters (track gauge, cant, longitudinal level, and lateral level.) as a basis for assessing railroad quality. In this study will analyze the structure of the railroad under the thickness of the ballast to the Track Quality Index (TQI). In this study using a simple linear regression analysis to determine the variation of the thickness of the ballast to TQI. From the results of the analysis conducted, obtained thickness changes that occur in ballast that affect the value of the Track Quality Index (TQI). Where the greater ballast, the greater the value of TQI.

scholarly journals Pengaruh Kemasan Terhadap Minat Beli Masyarakat Dengan Kualitas Sebagai Variabel Mediasi Pada Produk “Legit”

2019 ◽  
Vol 2 (6) ◽  
Author(s):  
Billy Ivanko Dan Hetty Karunia Tunjungsari
Keyword(s):  
Linear Regression ◽  
Data Collection ◽  
Multiple Linear Regression ◽  
Model Test ◽  
Purchase Intention ◽  
Quantitative Methods ◽  
Secondary Data ◽  
Sampling Technique ◽  
Simple Linear Regression

The purpose of this research was to analyze the effect of packaging toward purchase intention with quality of the product as a mediation variable for Micro, Small, and Medium Scale Business “Legit” Product. This research used descriptive quantitative methods. The method of data collection were primary and secondary data. The population of this research is the entire Indonesia population of 2016 (257.912.349 peoples). This study used non-probability sampling technique by taking purposive sampling. This study used simple linear regression and multiple linear regression with instrument test, a classic assumption (normality, multicollinearity, and heteroscedasticity), model test (adjusted R2, T test and F test), Causal Steps and Bobel Test to checked the validity of the hypothesis. Based on the results of the study, it was found that the packaging has a significant effect on the purchase intention of the Legit’s product, the packaging has a significant effect towards the quality of the Legit’s product and the packaging has a significant effect towards the purchase intention of the Legit’s product with the quality of the product as a mediated variable.

scholarly journals PENGARUH LEADER MEMBER EXCHANGE TERHADAP KOMITMEN ORGANISASI PADA PT MIDIAN KARYA PASURUAN

2013 ◽  
Vol 1 (1) ◽  
pp. 1
Author(s):  
Amiruddin Prisetyadi
Keyword(s):  
Data Analysis ◽  
Organizational Commitment ◽  
Linear Regression ◽  
Significant Influence ◽  
Statistical Tests ◽  
Personal Identification ◽  
Leader Member Exchange ◽  
Simple Linear Regression ◽  
Member Exchange

Fakultas Ekonomi Universitas Muhamadiyah MalangABSTRACTThis study aimed to describe and explain the influence of leader member exchange toorganizational commitment of employees at PT Midian Karya Pasuruan. Data Analysis uses RangeScale and Simple Linear Regression. The results reveal that the Leader Member Exchange (LMX)show very strong and high in Organizational Commitment. Based on statistical tests and empiricalconditions in the company is known that the leader member exchange is one of the factors thatdetermine the commitment of the organization and the organizational commitment of employees.Furthermore, the t test support that the leader member exchange have a significant influence onorganizational commitment. Based on this research, the suggestion is that refers to the responses ofrespondents on the quality of LMX is high, thereby managing the proximity relationship between theboss-subordinate can be done in several ways, the boss can do personal identification on eachemployee. It can be more flexible to subordinates so that subordinates can meet with employers tomore easy exchange ideas. Creativity is not only owned by the in group, but also could be developedin every person (out group) through a process of gradual nature.Keywords : leader member exchange, organization commitment

scholarly journals PENGARUH KEPERCAYAAN, KEAMANAN DAN KUALITAS PRODUK TERHADAP KEPUTUSAN PEMBELIAN

2020 ◽  
Vol 8 (2) ◽  
Author(s):  
Mutiara Mutiara ◽  
Imam Wibowo
Keyword(s):  
Linear Regression ◽  
Product Quality ◽  
Total Population ◽  
Linear Regression Analysis ◽  
Negative Influence ◽  
Positive Influence ◽  
Simple Linear Regression ◽  
Purchasing Decisions ◽  
Quality Of Products

<em>This research analyzes ecommerce on online purchasing decisions. The purpose of this study was to determine the influence of trust, safety, product quality on online purchasing decisions at shopee. The total population used was 1,200 taken from researchers' instagram followers and the number of samples used in this study were 92 respondents. This research is a quantitative study, using simple linear regression analysis and multiple linear regression. The results of this study were obtained simultaneously showing the positive influence of product safety and quality while trust has a negative influence on purchasing decisions. Partially, there is a positive and significant influence of trust, safety and product quality on purchasing decisions. And there is advice given, that shopee companies need to pay attention to consumer confidence and develop the quality of products that are needed and desired by consumers in shopping online.</em>

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