POS-Tagging for informal language (study in Indonesian tweets)

Suryawati, Endang; Munandar, Devi; Riswantini, Dianadewi; Abka, Achmad F.; Arisal, Andria

doi:10.1088/1742-6596/971/1/012055

Cited by 9 publications

(4 citation statements)

References 6 publications

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“…[18] It is reported in the literature that inorganic materials rich with metal ions such as Zn 2+ , Mg 2+ , K + and Ag + create a toxic environment, which is not conducive for the E. coli. [22,41,42] The processed mica studied here also has higher contents of Mg 2+ and K +. [43] Therefore, processed mica could impart a very important property to the NRLFs.…”

Section: Antibacterial Propertiesmentioning

confidence: 63%

A comparative study on mica waste‐filled natural rubber foam composites made out of creamed and centrifuged latex

Dananjaya

Priyanka

Somarathna

et al. 2022

Vinyl Additive Technology

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A comparative study on processed mica waste (PMW) filled natural rubber latex foams (NRLF) made out of centrifuged latex and creamed latex was conducted. The morphological, mechanical, and degradability properties of the composites were studied. The PMW was incorporated at 0, 2, 4, 6, 8, and 10 phr loading. Morphological studies revealed that both types of composites possess open‐cell structures. However, creamed latex based foam rubber composites showed foam structures with much larger cell sizes. PMW loading showed similar influences on the properties of the foam composites, irrespective of the latex type used. Increasing filler loading increases tensile strength, modulus at 100% elongation, tear strength, compression set, shrinkage, biodegradability, and antibacterial properties and reduces elongation at break and extractable protein content while offering a slightly dark color to the composites. It was also found that the creamed latex based foam rubber exhibits lesser extractable protein content and slightly inferior properties in tensile strength, shrinkage properties and color compared to centrifuged latex based foam rubber. However, it was shown that type of latex does not influence biodegradability, antibacterial properties, and color retention. Thermogravimetric analysis results confirmed the thermal resistance and reinforcing ability of mica in both NRLF composites.

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Section: Antibacterial Propertiesmentioning

confidence: 63%

A comparative study on mica waste‐filled natural rubber foam composites made out of creamed and centrifuged latex

Dananjaya

Priyanka

Somarathna

et al. 2022

Vinyl Additive Technology

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“…Annotations, according to O' Keeffe & McCarthy (2010), may include tagging and annotating grammatical categories to create more effective and efficient linguistic analysis. To this extent, the annotation software is only available for English (Sagae, Davis, Lavie, & Macwhinney, 2010) and Indonesian (Suryawati, Munandar, Riswantini, Abka, & Andria, 2018) data sets. We therefore put the linguistic annotation of Javanese data into our shortlisted agenda.…”

Section: Resultsmentioning

confidence: 99%

Learner Corpora : Their Potentials for the Language Learning Classroom in Indonesian Primary School Contexts

Zen¹,

Kadarisman²,

Apriana³

et al. 2019

The Journal of AsiaTEFL

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“…POS coding identifies word tags in tweets based on syntax analysis. The study of tagging POS data on Twitter was conducted using a rule-based and statistical approach (Suryawati et al, 2018). In part of speech (POS), the task is to assign each word in a sentence a predefined sentence identifier, which describes the grammatical role of that word in the sentence (Bast et al, 2016).…”

Section: Discussionmentioning

confidence: 99%

Detect Fake Reviews Using Random Forest and Support Vector Machine

Hadi

Utami

Ariatmanto

2023

SinkrOn

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With the rapid development of e-commerce, which makes it possible to buy and sell products and services online, customers are increasingly using these online shop sites to fulfill their needs. After purchase, customers write reviews about their personal experiences, feelings and emotions. Reviews of a product are the main source of information for customers to make decisions to buy or not a product. However, reviews that should be one piece of information that can be trusted by customers can actually be manipulated by the owner of the seller. Where sellers can spam reviews to increase their product ratings or bring down their competitors. Therefore this study discusses detecting fake reviews on productreviews on Tokopedia. Where the method used is the distribution post tagging feature to perform detection. By using the post tagging feature method the distribution got 856 fake reviews and 4478 genuine reviews. In the fake reviews, there were 628 reviews written with the aim of increasing product sales or brand names from store owners, while there were 228 reviews aimed at dropping their competitors or competitors. Furthermore, the classification is carried out using the random forest algorithm model and the support vector machine. By dividing the dataset for training data by 80% while 20% for data testing. Here it is known that the support vector machine gets much higher accuracy than the random forest. The support vector machine gets an accuracy of 98% while the random forest gets an accuracy of 60%

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POS-Tagging for informal language (study in Indonesian tweets)

Cited by 9 publications

References 6 publications

A comparative study on mica waste‐filled natural rubber foam composites made out of creamed and centrifuged latex

A comparative study on mica waste‐filled natural rubber foam composites made out of creamed and centrifuged latex

Learner Corpora : Their Potentials for the Language Learning Classroom in Indonesian Primary School Contexts

Detect Fake Reviews Using Random Forest and Support Vector Machine

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