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"ABSTRAKPenggunaan word embedding sebagai pemodelan topik telah banyak dilakukan. Hasil dari pemodelan topik tersebut turut membantu dalam mengubah pola pikir para peneliti tentang teks sebagai suatu nilai. Menurut studi yang dilakukan oleh Mikolov et al. (2013) mengenai word embedding, mereka mengubah teks-teks tersebut menjadi suatu vektor yang dapat divisualisasikan dalam ruang vektor kontinu yang secara fleksibel dapat dihitung jarak kedekatannya dan dapat diolah lebih lanjut dengan menggabungkannya dengan metode yang lain seperti LSTM (Long Short Term Memory), CNN (Convolutional Neural Network), dll untuk berbagai keperluan penelitian. Beragam penelitian berkembang menggunakan hasil dari nilai embedding tersebut untuk tujuan yang lebih kompleks, mendorong penulis untuk kembali mengkaji manfaat dasar dari hal tersebut kemudian menggalinya untuk tujuan akhir lain yang belum pernah dilakukan penelitian lain sebelumnya.Penelitian ini menggunakan nilai akhir embedding secara sederhana sebagai sistem rekomendasi berbasis konten yang kemudian berkembang dengan kebaruan untuk digunakan sebagai alat bantu untuk melakukan tinjauan sistematis. Hasil penelitian ini menunjukkan bahwa kebaikan penggunaan metode word embedding sangat bervariasi tergantung dari dataset dan hyperparameter yang digunakan.

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ABSTRACTThe utilization of word embedding as topic modeling has been widely carried out. The results helped to change the researchers' mindset regarding text as a value. According to a study conducted by Mikolov et al. (2013) regarding word embedding, they convert these texts into vectors that can be visualized in a continuous vector space which can be flexibly calculated of its proximity and can be further processed by combining it with other methods such as LSTM (Long Short Term Memory), CNN (Convolutional Neural Network), etc. for various research purposes. Various studies have been developing by using the embedding value for more complex purposes, thus encouraging the author to re-examine the basic benefits of it then explore it for other purposes that have never been done by other studies before.This study simply used embedding value as a content-based recommendation system which then it developed with novelty to be used as a tool to conduct systematic review. The results of this study indicate that the merits of using word embedding method vary greatly depending on the dataset and hyperparameters used."

"Pengembangan perangkat lunak berdasarkan nilai dan prinsip Agile dinyatakan kedalam Manifesto Agile pada tahun 2001, hingga saat ini pada tahun 2021, telah terdapat lebih dari 90 kerangka kerja, metode, atau praktik—baik diketahui maupun tidak, atau kurang diketahui—dalam melakukan pengembangan perangkat lunak secara Agile. Scrum adalah yang terpopuler hingga mendominasi dan menjadi yang paling banyak digunakan. Hanya saja, studi mengenai rintangan, halangan atau celah pada Scrum tergolong sedikit dan terpisah hanya berdasarkan suatu aktivitas tertentu, tidak mencakup keseluruhan aktivitas pengembangan pada Scrum. Studi ini dimaksudkan untuk melakukan penelitian dalam mengidentifikasi rintangan, halangan, atau celah, yang selanjutnya disatumaknakan sebagai kesenjangan. Penelitian mengidentifikasi kesenjangan pada setiap aktivitas beserta aturan pengembangan berdasarkan Pedoman Scrum. Identifikasi dilakukan berdasarkan tinjauan literatur sistematis dengan menerapkan Systematic Reviews of Qualitative Evidence, dan identifikasi berdasarkan teori dengan studi kasus dengan menerapkan Gap Finder v1.0 berlandaskan Theory of Distance. Hasil berdasarkan tinjauan literatur sistematis, terdapat kesenjangan terhadap aktivitas pengembangan pada Product Backlog, Sprint Backlog, Developers, Product Owner, Sprint Retrospective dan Increment. Adapun hasil berdasarkan teori dengan studi kasus, terdapat kesenjangan pada Cognitive Distance, Adherence Distance, dan Semantic Distance. Dilakukan usaha dalam menjembatani kesenjangan dengan menerapkan Essence v1.2 berlandaskan The Essence Theory, serta evaluasi umum dengan menerapkan ISO/IEC/IEEE 12207.

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Software development based on Agile values and principles as stated in the Agile Manifesto in 2001, to date in 2021, there have been more than 90 frameworks, methods, or practices—whether known or unknown or less well known—in performing Agile software development. Scrum is the most popular until it dominates and becomes the most used. However, related research on distance, hindrance, or emptiness in Scrum, classified as few and separated only based on a particular activity, does not cover all development activities in Scrum. This study is intended to research identifying distance, hindrance, or emptiness, which are then interpreted as gaps. Research identifies gaps in each development activity and rules based on the Scrum Guide. The research was conducted by identifying gaps with a systematic literature review by applying Systematic Reviews of Qualitative Evidence and based on Theory of Distance with case studies by applying Gap Finder v1.0. The results based on a systematic literature review, there are gaps in development activities in the Product Backlog, Sprint Backlog, Developers, Product Owners, Sprint Retrospective and Increment, and the results based on a theory with case studies, there are gaps in Cognitive Distance, Adherence Distance, and Semantic Distance. The results of the gap identification are then bridged by applying Essence v1.2 based on The Essence Theory, then evaluation with ISO/IEC/IEEE 12207."

"Recent trends in health care across the United States and internationally have emphasized a novel approach that consists in comparing the effectiveness and efficacy of treatment interventions with a patient-centered emphasis (i.e., evidence-based health care), while ensuring cost constraints, maximizing benefits, and minimizing risks. In this book, experts in comparative effectiveness and efficacy research and analysis for practice (CEERAP) in health care in general address a range of topical issues. The emphasis is on implications for endodontics and nursing, both of which are considered in a series of detailed chapters. Commonalities and differences among CEERAP, utility-based and logic-based analysis and decision-making, and evidence-based and patient-centered practice are defined and discussed. The book concludes by examining applications for CEERAP in developing patient-centered optimal treatment interventions for the next decade."