bluuebunny/crossref_metadata_2025_split huggingface dataset:
Analysis of Product Review Sentiment Analysis using Improved Machine Learning Techniques
Authors: Ashwini Bari, Rajeev Yadav  
Published: August 2023

Sentiment analysis has emerged as a crucial task in the era of big data and social media. Understanding the sentiments expressed in product reviews is vital for businesses to gauge customer satisfaction and make informed decisions. This research paper presents a design simulation and assessment of product review sentiment analysis using improved machine learning techniques. The aim is to develop a robust sentiment analysis model that outperforms existing approaches in accuracy and efficiency. We propose a novel methodology that combines advanced feature extraction, sentiment classification algorithms, and model optimization techniques. The introduction provides an overview of the importance of sentiment analysis in the context of product reviews and the challenges faced by conventional methods. It also outlines the objectives and scope of this research. The related works section presents a comprehensive review of existing literature and highlights the limitations of current approaches. The proposed methodology section describes the technical details of our enhanced machine learning approach and the reasoning behind the selected techniques. In the analysis of sample results, we evaluate the performance of our proposed model on a diverse dataset of product reviews. We present the accuracy, precision, recall, and F1-score metrics, along with a comparison to baseline models and state-of-the-art sentiment analysis systems. Furthermore, we discuss the model's robustness in handling various types of products and reviews.
Our research demonstrates significant improvements in sentiment analysis accuracy compared to traditional methods. We introduce tables and graphs to illustrate the model's performance in different scenarios and identify its strengths and weaknesses. The paper concludes by discussing the implications of our findings, potential applications in industry, and directions for future research. Overall, this research contributes to the advancement of sentiment analysis techniques and provides a valuable resource for businesses aiming to enhance their understanding of customer sentiments through product reviews.
Evaluating the FCC’s $10 Billion Gamble: Successfully Accelerating Access to Spectrum in Auction 107
Authors: Aher Gati , Post Phillip , Boyalakuntla Pranavi , Miner Grant , Heinrich Lieselotte , Mao Yuxiang , Musey Armand , Lohmeyer Whitney 
Published: August 2023

ABSTRACT
This research analyzed how much bidders in the record-breaking C-Band spectrum (3.7–4.2 GHz) auction were willing to pay for earlier access to frequency rights and the policy implications of the incentive system employed by the Federal Communications Commission to clear the band on an accelerated timeline. The analysis found that bidders paid 20.7 percent more on average for licenses available two years earlier with no subsequent legal challenges. Even though it did not follow traditional price discovery, Auction 107 laid the groundwork for accelerating the transition of wide swaths of the spectrum.
ADOPTION OF DIGITAL VACCINATION SERVICES FROM A LITERALLY PROFESSIONAL VIEW: A COMMENTARY ON “IT IS THE CLICK FLOW, NOT THE VALUE” FROM A HEALTH CARE WORKERS AND AGILITY PERSPECTIVE
Authors: Alscher Alexander , Wissing Christian 
Published: August 2023

The interplay of innovation and health care workers (HCWs) focusing on vaccination were key in mastering the COVID-19 pandemic, which led to serious health, social and economic problems worldwide (Holzmann-Littig et al., 2022). Apart from optimizing traditional approaches to contain the pandemic outbreak, such as hygiene rules, testing regime, contact tracing, quarantine (Saw et al., 2021), new mRNA-vaccines and innovative digital technologies such as vaccination platforms were introduced (Kis et al., 2021). In this context, the study “Adoption of Digital Vaccination Services: It Is the Click Flow, Not the Value—An Empirical Analysis of the Vaccination Management of the COVID-19 Pandemic in Germany” (Alscher et al., 2023) focused on the digital management of vaccination processes. Existing adoption theories and acceptance models from consumer market research were adapted to the public health sector and formed into a digital platform framework for policy makers and pandemic managers to manage public health services, such as vaccination offerings. Based on a survey in Germany’s federal state with the highest vaccination rate, results showed that (1) the usability barrier is the most important barrier which harms adoption, whereas the most emphasized value barrier does not play a dominant role in contrast to consumer market research. By analyzing the three digital platform configuration areas Communication, Data Management, Personalization, (2) Personalization stood out as the most important factor for managing the usability barrier by optimizing the best click flow on the digital health platform to address the needs, preferences, and situation of the citizens as users.
“Yet, the endgame of the pandemic is not vaccines; it is vaccination” (Dai & Song, 2021, p. 455) and thus, the fast implementation of the vaccination by health care workers (HCWs) are critical premises and antecedents for a successful vaccination adoption (Scroggins et al., 2023). In this direction, we want to highlight the role of professional HCWs in the adoption of digital vaccination services: First, their own adoption of the vaccination as a role model and their position as first priority vaccination group, and second, their contribution in adapting their service to the new pandemic situation from an agility point of view.
Analysis of a City's Heat Island Effect on the Micro-Climate Parameters within Cities
Authors: Rishabh Sharma  , Khan Amadur Rahman  , Vasyl Tyshchenko  , Oksana Illiash  , Iryna Mezentseva  
Published: August 2023

The Urban Heat Island (UHI) is a micro-climatic phenomenon that influences the urban areas by elevating its temperature. UHI not only causes the thermal discomfort but also exert serious health issues along with aggravation of urban microclimate. Although a lot of research has been done on this phenomenon but UHI effect on micro scale is still less explored. This paper attempts to make a contribution in UHI studies of micro-climate. It consists of examination of UHI impact on microclimate of Aligarh city areas using mobile traverse method. This study determined the presence and extent of UHI’s microclimate variation within urban communities of different environmental layout and functional uses. The UHI effect started to appear from early afternoon and continue to rise with maximum UHI intensity recorded at early night. The highest recorded UHI intensity was 3.1 °C (at 21:00 hrs.), and the lowest was 0.6 °C (at 09:00 hrs.). A comparison of two districts of the same city located at a distance of 3 km and differing in population density, the number of buildings and landscaping showed that in the L1 area with more dense population and low landscaping, the temperature was consistently higher during the daily period; also in the L1 region had less humidity, which, combined with the already high temperature, makes it difficult to breathe and control the microclimate. These findings can be used for consideration for the future sustainable development of the affected area in regard of thermal comfort, environmental health and urban planning.
STRUKTUR KEPRIBADIAN TOKOH DALAM ROMAN THÉRÈSE RAQUIN KARYA ÉMILE ZOLA (SUATU KAJIAN PSIKOANALISIS)
Authors: Mirthe Helena 
Published: August 2023

Subjek penelitian ini adalah roman Thérèse Raquin karya Émile Zola yang diterbitkan oleh Librairie Generale Francaise – Les Classiques D’aujourd’hui N° 34, tanggal 3 November 1971. Objek penelitian utamanya adalah (1) struktur kepribadian pada tokoh utama dan tokoh tambahan. Objek penelitian tambahan adalah (2) unsur-unsur intrinsik yang terkait (seperti tokoh, penokohan dan tema) untuk mempertegas hasil penelitian. Pendekatan yang digunakan dalam penelitian ini adalah pendekatan psikologis dengan teori psikoanalisis Sigmund Freud, dan metode penelitian yang digunakan adalah metode penelitian deskriptif-kualitatif. Penelitian ini bertujuan untuk mendeskripsikan struktur kepribadian tokoh utama dan tokoh tambahan dalam roman Thérèse Raquin Karya Émile Zola dengan menggunakan teori psikoanalisis dalam sastra oleh Sigmund Freud. Hasil penelitian dari analisis psikologis tokoh utama dan tokoh tambahan, didapati bahwa (1) kepribadian superego pada tokoh utama Thérèse lebih dominan, daripada ego dan id-nya. Sedangkan secara keseluruhan kepribadian tokoh tambahan Laurent lebih dominan ke id, daripada ego dan superego-nya. Tokoh Thérèse digambarkan sebagai seorang wanita yang penurut dan pasif sedangkan tokoh Laurent digambarkan sebaliknya. (2) Tema mayor dalam roman ini adalah perselingkuhan, dan tema minornya adalah pembunuhan.
LIMBAH SERBUK GERGAJI SEBAGAI MEDIA MEMBUAT PATUNG
Authors: Rantung Ruly 
Published: August 2023

Teknologi telah merambah ke masyarakat sebagai kebutuhan demi percepatan, sedangkan karya seni adalah bagian yang tak lepas dari kebutuhan hidup setiap manusia, baik seni murni (fine art) maupun seni terapan (applite art). Teknologi dan seni tidak dapat dipisahkan di setiap langkah maju pada perkembangan saat ini dan limbah sisa hasil teknologi dapat digunakan menjadi karya seni tanpa menggunakan alat bantu teknologi. Karya seni patung ada yang dibuat dari kayu, semen, batu, viberglas, logam (kuningan). Pada penelitian ini akan diuji sejauh mana serbuk gergaji dapat dijadikan media untuk membuat patung. Limbah serbuk gergaji banyak didapat pada industri-industri meubel dan industri rumah panggung. Dengan limbah serbuk gergaji bagi orang kreatif dapat dimanfaatkan menjadi bahan untuk berkarya seni.
KAJIAN MAKNA SIMBOLIS RAGAM HIAS PADA WARUGA-WARUGA DI MAUMBI KABUPATEN MINAHASA UTARA
Authors: Tulus Arie 
Published: August 2023

Penelitian ini bertujuan untuk mendapatkan gambaran deskriptif tentang makna simbolis ragam hias pada Waruga-Waruga di Maumbi Kabupaten Minahasa Utara. Metode yang digunakan adalah metode deskriptif dengan pendekatan kualitatif. Untuk mendapatkan data penelitian berupa ragam hias digunakan metode onbservasi, wawancara, dan dokumentasi. Data yang dikumpulkan, dikelompokkan, dan analisis tidak dalam bentuk angka, tapi penyajiannya dengan menggambarkan dalam bentuk kata. Hasil penelitian menunjukkan bahwa beberapa bentuk ragam hias pada Waruga-Waruga di Maumbi Kabupaten Minahasa Utara dengan pola hias berbentuk manusia, hewan, tumbuhan, dan geometris diantaranya dengan makna masing-masing: 1) Sebagai Walian adalah mereka yang berperan memimpin sebuah upacara agama atau upacara adat. Selain itu mereka juga adalah ahli dalam bidangnya masing-masing. 2) Ragam hias berbentuk manusia digambarkan dengan posisi kaki kangkang, menunjukan sebagai seorang lelaki kuat atau dalam Bahasa Tombulu disebut Tuama ketez, Bahasa Tonsea disebut Tuama Keted, Bahasa Totemboan dan Tolour disebut Tuama Keter. 3) Ragam Hias manusia perempuan merupakan simbol dari Lingkan Wene atau sebagai Dewi Padi ( kesuburan) di tanah Minahasa. 4) Ular Hitam pemberi tanda bahaya simbol dari kewaspadaan. 5) Burung Manguni sebagai pembawa kabar baik dan buruk. 6) Burung Pisok bermakna energik dan lincah. 7) Tanaman Paku, wujud dari pada lengkung ujungnya atau pucuknya, memberi makna lembut dan bersahaja, dan 8) Ragam hias geometris berbentuk bola mata Burung Manguni yang bermakna sigap dan cermat.
KAJIAN SEMIOTIK ORNAMEN-ORNAMEN PADA WARUGA-WARUGA DI KAKASKASEN KOTA TOMOHON
Authors: Tulus Arie 
Published: August 2023

Penelitian ini bertujuan untuk mendapatkan gambaran deskriptif tentang arti dan makna yang terkandung dalam tanda-tanda, simbol atau lambang yang diwujudkan kedalam ornamen-ornamen yang ada pada Waruga-Waruga di Kakaskasen Kota Tomohon. Metode yang digunakan adalah metode deskriptif dengan pendekatan kualitatif. Untuk mendapatkan data penelitian berupa ornament-ornamen digunakan metode observasi, wawancara, dan dokumentasi. Data yang dikumpulkan, dikelompokkan, dan analisis tidak dalam bentuk angka tapi penyajiannya dengan menggambarkan dalam bentuk kata. Hasil penelitian menunjukkan bahwa Adanya tanda, simbol, atau lambang yang diwujudkan melalui ornamen-ornamen pada waruga-waruga di Kakaskasen Kota Tomohon ini, ternyata sarat arti dan makna. Dapat memberikan berbagai informasi penting tentang nilai-nilai filosofis yang tinggi sebagai wajah berbudaya bagi orang Toumbulu Kakaskasen tempo dulu. Simbol-simbol Karema, Lumimuut dan Toar , sebagai tiga sosok utama yang dipercaya sangat berpengaruh terhadap sejarah peradaban Tou Minahasa Umumnya, ikut pula di abadikan oleh tokoh-tokoh penting sub etnis Toumbulu, lebih khususnya di Wilayah Kakaskasen seperti yang dilakukan oleh: Opo’ Worang, Lasut, Kalalo, Mandagi, Rumondor, dll., dimana masing-masing mereka memiliki keahliaan luar biasa, taat, pantang menyerah, bijaksana dan disegani
PERKEMBANGAN MUSIK KASIDAH DI KAMPUNG JAWA TONDANO (JATON)
Authors: Rotikan Debora G. P. , Sunarmi Sri , Dumais Franklin 
Published: August 2023

Penelitian ini disusun untuk menjelaskan dan mendeskripsikan perkembangan musik Kasidah di Kampung Jawa Tondano (Jaton). Secara spesifik, perkembangan yang dimaksuda adalah perubahan-perubahan yang terjadi pada musik Kasidah dan faktor-faktor yang menyebabkan perubahan itu. Penelitian ini disusun dengan menggunakan metode penelitian deskriptif kualitatif di mana data-data penelitian dikumpulkan melalui observasi lapangan, wawancara pada sumber-sumber terkait, dan dokumentasi dalam bentuk pengambilan gambar dan video. Data yang diperoleh kemudian dianalisis melalui tahapan pemeriksaan data, klasifikasi, verifikasi dan penarikan kesimpulan. Hasil penelitian menunjukkan bahwa musik Kasidah adalah musik yang diturunkan dari generasi ke generasi hingga saat ini. Dengan demikian, musik Kasidah telah menjadi bentuk kesenian yang juga bagian dari kebudayaan masyarakat di Kampung Jawa Tondano. Sejak kemunculannya hingga saat ini, musik Kasidah telah mengalami berbagai perubahan. Perubahan tersebut dapat dilihat dari berbagai aspek, seperti pemain musik, instrumen yang digunakan, irama, lirik lagu, tema dan pesan (amanat). Perubahan-perubahan tersebut muncul karena faktor internal dan eskternal. Faktor internal meliputi ide dan kreativitas dari para pelatih musik Kasidah, sedangankan faktor eksternal meliputi perubahan selera masyarakat terhadap musik. Temuan penelitian juga menunjukkan bahwa musik Kasidah digunakan sebgai media da’wah dan sebagai musik yang menyemarakkan hari-hari raya keagamaan Islam.
STRUGGLE AS SEEN IN CASSANDRA CLARE’S THE MORTAL INSTRUMENTS: CITY OF BONES
Authors: Ibrahim Muhamad Taufik , Wuntu Ceysi N , Lolowang Imelda 
Published: August 2023

This research is entitled Struggle as seen in Cassandra Clare’s The Mortal Instruments: City of Bones. The aim of this study is to find out the struggle in the novel. Objective approach is applied in analysing the data to find out the courage in the novel. Qualitative research is descriptive. The data collected are in form of words and pictures rather than numbers. The objective approach is applied because the analysis only focuses on the novel itself. The results show that there is a lot of struggle. There many struggles that were played by characters in the novel. Through an intrinsic approach, and example in this novel shows attitudes and struggle of the main character named Clary and her mother named Jocelyn they live together in New York. At first, everything was fine, than everything changed when Jocelyn suddenly disappeared. This is where Clary struggles to find her mother, Clary also finds the reason why her mother disappeared. Clary goes through various kinds of obstacles that she has to go through such as fighting against every enemy such as Vampire, Devil, Giant. Clary not only struggles to find her mother, here she also struggles for the one she loves, namely Jace. What make this novel interesting is not only the struggles of the main characters. But there is a moral value in the novel.
PSIKOANALISIS TOKOH SUZUHARA NAO DALAM DRAMA “MOTHER” KARYA SAKAMOTO YUJI
Authors: Istanti Dwi , Sumampouw Rianna J , Ondang Jusuf D 
Published: August 2023

Drama adalah bentuk seni yang bercerita melalui percakapan dan tindakan tokoh-tokohnya yang berdasarkan atas konflik batin dan dapat dipentaskan. Drama Mother adalah drama dari negara Jepang yang ditayangkan pada tanggal 14 April 2010 – 23 Juni 2010, drama ini menceritakan tentang tokoh Suzuhara Nao yang ingin menyelamatkan Michiki Rena dari siksaan ibu kandungnya. Tujuan dari penelitian ini yaitu untuk mendeskripsikan unsur intrinsik yang meliputi tema, tokoh-penokohan dan juga mendeskripsikan struktur kepribadian Suzuhara Nao dengan menggunakan teori psikologi sastra milik Sigmund Freud. Penelitian ini menggunakan metode kualitatif yang bersifat deskriptif dan teknik analisis data yang menggunakan metode dramatik. Pada penelitian ini dapat disimpulkan bahwa Suzuhara Nao memiliki kepribadian yang dingin, pendiam, dan keras kepala. Dan analisis psikologi yang dimilikinya yaitu memiliki kedudukan id, ego dan superego yang seimbang.
STRUGGLE FOR A BETTER LIFE IN LOUISA MAY ALCOTT'S LITTLE WOMEN
Authors: Rompis Gabriela Nadya , Tuerah Ignatius J C , Maukar Merlin M 
Published: August 2023

The purpose of this study is to reveal struggle in Little Women by Louisa May Alcott. In conducting this study, the writers delimit only in revealing Josephine’s struggle for a better life. This research is qualitative research. The data are collected in form of words or picture rather than numbers. The data are taken only from the work itself and to see the interrelationship between the elements of the novel. The result of this study is to show the struggle of Jo for a better life. The first struggle is about Jo’s family, the second is struggle for Jo’s goals, and the last one is struggle in her love. Jo was motivated from the condition around her, so she wants to earn money to help her family financial, and make herself achieve the dream. Based on the result of this study, it can be concluded that the novel Little Women by Louisa May Alcott teaches that struggle is a part of human life, so do not give up to achieve any good things all human beings heart's desire.
IMPROVING STUDENTS’ VOCABULARY BY USING ANIMATION VIDEO AT THE SEVENTH GRADE OF SMP GPdI BEREA TONDANO
Authors: Hutasoit Elisabet Lasmaria , Oroh Elisabeth Z. , Maukar Merlin 
Published: August 2023

The goal of this research is to determine whether or not using animation videos can improve students' vocabularies. The students of SMP GPdI BEREA Tondano, specifically the 20 students in seventh grade, were selected as the study's subject. One group had pre- and post-tests as part of the pre-experimental design used in this study. Two meetings were needed to complete the study. The research first provides a pre-test, the treatment, and a post-test. The method of data collection uses a multiple-choice test with 20 options as the instrument. This study's findings demonstrate that animation videos can increase students' vocabulary, as evidenced by the higher post-test scores than pre-test scores. The mean pre-test score is 31.5 and the mean post-test score is 80. It is true that watching animated videos can improve kids' vocabularies.
MUSIC ANALYSIS ON EBIET G. ADE’S TITIP RINDU BUAT AYAH
Authors: Raranta Bryan Alvindo Videl , Rumengan Perry , Kaunang Meyny 
Published: August 2023

This research aims to find out how the meaning of longing in the lyrics of Ebiet G Ade's song entitled Titip Rindu Buat Ayah. The song Titip Rindu Buat Ayah created by Ebiet G Ade and released in 1990 has the meaning of the harshness of life that must be passed by every father as the head of the household who must be responsible for his family in all conditions. The method used is a qualitative method with a musicological approach. Data collection is done by literature review. The song Titip Rindu Buat Ayah is the object is this study. The song lyric is analyzed using Barthes' semiotic theory which consists of denotation, connotation, and myth so that the meaning of loneliness in the song is known. Based on the findings, the meaning contained in the song lyric Titip Rindu Buat Ayah by Ebiet G Ade is the author was so close and longing for the father figure in his life. The author pays so much attention to the father that the author can describe in detail the father's condition. Memories with the father are so imprinted that the author can describe how his father struggles to meet the needs of his family. The longing experienced by the author for the father is so deep but now it is just a meaningless longing.
ХАЛЕЛ ҒАББАСОВ ЖӘНЕ «САРЫАРҚА» ГАЗЕТІ
Authors: Шақизадақызы Б 
Published: August 2023

. Бұл мақалада қалың қазақ арасына кең тараған «Сарыарқа» газетінің ұлт үшін тигізген орасан зор пайдасы мен газеттің ұстанған бағыты туралы сөз қозғалады. Сонымен қатар, алаш қозғалысының белді өкілдерінің бірі, Алашорда үкіметінің Семей облысынан сайланған мүшесі Халел Ғаббасовтың ел үшін еткен ерен еңбегі мен «Сарыарқа» газетінде жарияланған мақалалары талданады. Халел Ғаббасовтың «Мемлекет күйі» атты тарихи ғылыми-публицистикалық мақаласындағы жер, ел тағдыры, оқу-білім, ғылым, әлеуметтік, саяси-экономикалық жағдайына байланысты айтқан ойлары және сонымен бірге қазақ демократиялық баспасөзінің қалыптасуына қосқан зор үлесі турасында айтылады. «Сарыарқа» газетіндегі көсемсөз шығармаларына тоқталып, сараптама жасауға талпыныс жасалады. Х.Ғаббасовтың өмір жолы мен атқарған қызметін жоғары бағалаған ғалымдардың зерттеулері де назарға алынады. Халел Ғаббасовтың барша Алаш жұрты атынан Сталинмен келіссөз жүргізіп, нәтижесінде қазақтың ұлттық автономиялық үкіметі Алашордамен тең дәрежеде деген шешімге келгендігі туралы сөз болады. «Алаш автономиясы» атты еңбегінде қайраткер болашақта Алаш автономиясы орныққаннан кейін қазақ-қырғыз балалары бұра тартпай осы үкіметке сеніп іс қылулары керек деген тұжырымын келтіреді. Алаш қайраткерлеріне арнап жазған С.Торайғыровтың «Таныстыру» атты поэмасында Халел Ғаббасов туралы берген өлең жолдарының мәні туралы айтылады. Газет беттерінде жарияланған мақалаларындағы алашшылдық идеясының ұлт дамуы мен болашағындағы орны көрсетіліп, нақтыланады. Алаш партиясын құру үшін ұлттық-демократиялық қазақ интеллигенциясының жұрт таныған жетекшілері қатарында ауызға алынады. Болашақта Халел Ғаббасовтың қазақ ұлты үшін жасаған қызметі мен шығармашылығы терең зерттеліп, үлкен ғылыми еңбектің тақырыбына айналады деп үміттенеміз.