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Sutjiadi R.,Institute Informatika Indonesia | Setyati E.,Sekolah Tinggi Teknik Surabaya | Lim R.,Petra Christian University
Telkomnika (Telecommunication Computing Electronics and Control) | Year: 2015

The big cities in the world always face the traffic jam. This problem is caused by the increasing number of vehicle from time to time and the increase of vehicle is not anticipated with the development of adequate new road section. One important aspect in the traffic management concept is the need of traffic density data of every road section. Therefore, the purpose of this paper is to analyze the possibility of optimization on the use of video file recorded from CCTV camera for visual observation and tool for counting traffic density. The used method in this paper is adaptive background extraction with Gaussian Mixture Models algorithm. It is expected to be the alternative solution to get traffic density data with a quite adequate accuracy as one of aspects for decision making process in the traffic engineering. © 2015 Universitas Ahmad Dahlan.


Setyati E.,Sekolah Tinggi Teknik Surabaya | Sumpeno S.,Sepuluh Nopember Institute of Technology | Purnomo M.H.,Sepuluh Nopember Institute of Technology | Mikami K.,Tokyo University of Technology | And 2 more authors.
IAENG International Journal of Computer Science | Year: 2015

In a communication using texts input, a phoneme must be mapped to viseme (visual phoneme). Phoneme is the smallest element of a language that can differentiate a meaning. Viseme is derived from a group of phonemes having similar visual appearances, the equivalent unit in the visual domain that models a speech recognition system audio-visually. This paper proposes a classification of visemes in Indonesian Language and establishes phoneme-viseme mapping for Indonesian Language. In Indonesian words, there are lots of absorbed words from other languages. They come from vernacular or foreign languages, such as Arabic and English. From 49 phonemes, 12 Indonesian visemes have been produced, including silent. Viseme classes are defined through linguistic knowledge and grouped by the same visual appearance, and then validated through a survey. The approach used in Indonesian phoneme-to-viseme mapping is based on linguistic data. This is the first research in Indonesian phoneme-to-viseme mapping, which is expected to grow into a reference for further development in human language technology.


Gunawan,Sekolah Tinggi Teknik Surabaya | Gunawan,Sepuluh Nopember Institute of Technology | Purnama I.K.E.,Sepuluh Nopember Institute of Technology | Hariadi M.,Sepuluh Nopember Institute of Technology
International Journal of Multimedia and Ubiquitous Engineering | Year: 2016

In this study, we have developed an Indonesian WordNet through four main phases: synonym set extraction (synset) as the smallest entity of lexical database from a natural language, semantic relation establishment between synsets (hypernym-hyponym and holonym-meronym), gloss extraction for synset collection, and the visual editor creation. The Semi-automatic term refers to the three initial phases which are automatically done using a number of machine learning approaches, while using visual editor to collaboratively complement the results collected from the previous phases. A number of raw data used on synset acquisition, semantic relations and glosses come from Kamus Besar Bahasa Indonesia (Great Dictionary of the Indonesian Language, abbreviated as KBBI) and Tesaurus Bahasa Indonesia (Indonesian Language Thesaurus), large collection of web pages from search engines, Wikipedia, and even Princeton WordNet for mapping purpose. This study shows that the proposed system successfully achieve 37,485 synsets, 24,256 hypernym-hyponym relations, 11,044 holonym-meronym relations and 6,520 gloss synsets. Similar approach is believed to accelerate lexical database development like WordNet for other languages. © 2016 SERSC.


Gunawan,Sepuluh Nopember Institute of Technology | Wijoyo J.F.,Sekolah Tinggi Teknik Surabaya | Purnama I.K.E.,Sepuluh Nopember Institute of Technology | Hariadi M.,Sepuluh Nopember Institute of Technology
Proceedings - 2011 International Conference on Asian Language Processing, IALP 2011 | Year: 2011

This paper describes an approach for editing Indonesian Language Lexical Database especially noun category and its relations. The purpose of this editor is to refine Indonesian Lexical Database that was developed in our previous researches. The visualization of the editor is using graph library with some modifications and additions. Furthermore, this editor will be web based so that everyone can participate to improve Indonesian Language Lexical Database. There is an administrator role that had to accept or reject any suggestion for the changes suggested by any member. We believe that this editing approach can also be used to improve WordNet developed in other languages. © 2011 IEEE.


Hermawan A.T.,Sekolah Tinggi Teknik Surabaya | Gunawan,Sekolah Tinggi Teknik Surabaya | Gunawan,Sepuluh Nopember Institute of Technology | Santoso J.,Sekolah Tinggi Teknik Surabaya
Proceedings - 2011 International Conference on Asian Language Processing, IALP 2011 | Year: 2011

Grammar Induction is a machine learning process for learning grammar from corpora. This paper will discuss the process of grammar induction for Indonesian language corpora using genetic algorithm. The Grammar production rules will be modeled in the form of chromosomes. The fitness function is used to count how many sentences can be parsed. The data used are Indonesian fairy tales stories such as "Bawang Merah Bawang Putih" and "Malin Kundang". This paper describes the detailed explanations about the steps of each process carried out for natural language grammar problems. © 2011 IEEE.


Santoso J.,Sepuluh Nopember Institute of Technology | Nugraha J.N.,Sekolah Tinggi Teknik Surabaya | Yuniarno E.M.,Sepuluh Nopember Institute of Technology | Hariadi M.,Sepuluh Nopember Institute of Technology
2015 International Seminar on Intelligent Technology and Its Applications, ISITIA 2015 - Proceeding | Year: 2015

Recently, data on the internet grows and it can be used as supporting information for human life. Wikipedia as an online encyclopedia provides many resources, data, and information on the internet. Main problem in our research is how to represent information from Indonesian Wikipedia article into some knowledge representation such as ontology. Ontology is a set of related concept and relation between those concepts. Ontology usually has a large and complex structure because ontology is made to cover a large area topic. Our approach in this ontology building is focused on hyponymy relation and meronymy relation. Our proposed method is using taxonomy template information in Wikipedia to extract hyponymy relation and some pattern to extract the meronymy relation. Our experiment shows that hyponymy relation can be extracted into 5038 relations. For our meronymy relation extraction process has 82.23% as the highest accuracy. © 2015 IEEE.


Junaedi H.,Sekolah Tinggi Teknik Surabaya | Hariadi M.,Sepuluh Nopember Institute of Technology | Purnama I.K.E.,Sepuluh Nopember Institute of Technology
Proceedings of the 2013 International Conference on Intelligent Control and Information Processing, ICICIP 2013 | Year: 2013

A Simulation of human behavior are challenge topics of researChin computer intelligent that has many benefits, such as to create a simulation of evacuation plan in a building when a disaster happens, like a fire and an earthquake. For evacuation of the building simulation of human behavior is needed to know which path will be passed through by the crowd. This animation simulation will use particle swarm algorithm optimization as the algorithm based with multiple behaviors and multiple targets. In this simulation, we add the behaviour of avoiding crashed between human and the algorithm modification is done which is a leader character is added. The leader behavior will lead the other agent to get out of the room. This agent based simulation movement will simulate movement in a room when an alarm signal is given, then the agent will get out of the room either individually or in groups. In this research we will use three scenario. We will compared the use of multiple target than single target and the use of leader follower behavior in any different number of agents. From the test result is obtained that the use of multiple target is much better result than use a single target and the behavior of the agent is depend on the movement of the crowd. Utilization of multibehavior with the leader characteristic who direct the other agent to reach target is more useful because it will reach the target more faster but the number of agents will affect the optimal number of leader needed. © 2013 IEEE.


Setiawan K.,Pelita Harapan University of Surabaya | Tambunan S.T.B.,Sekolah Tinggi Teknik Surabaya | Yuliana P.E.,Sekolah Tinggi Teknik Surabaya
Applied Mechanics and Materials | Year: 2013

Acrylic is easy to machine. In addition to the advantages derived from the use of mill Computer Numerical Control (CNC) machine on acrylic sheet, there are at least two serious problems that need attention especially in cutting a small part with many vertices. These problems are the presence of excessive heat due to friction between the cutting tool with acrylic sheet on high RPM of spindle rotation, and soft acrylic flakes trapped in crevices of the cutting tools'flute. Generally, the cutting process using a mill CNC machine often is a practice of trial and error. At least nine basic technical parameters need to be optimized. The effectiveness of the parameter values are determined by observing and measuring the actual cutting time using mill CNC machine at given parameter settings, surface texture quality, the level of clarity of the cuts, characteristics of chip formation, and edge roughness. The experimental results showed that the adhesion of acrylic sheet and cutting tools is relatively low. However, the heat of cutting tool due to high spindle rotation, low feed rate, and relatively low melting point of acrylic, tend to form very small, soft, and hot flakes. The acrylic chips have great potential entering the crevices of cutting tools' flutes, and reducing the cutting power significantly. In other condition, the cutting tool could even be broken if feed rate is too high. Some technical values of these parameters are recommended to obtain optimal CNC based cutting operation and surface quality on acrylic sheet. © (2013) Trans Tech Publications, Switzerland.


Tjandra S.,Sekolah Tinggi Teknik Surabaya | Warsito A.A.P.,Sekolah Tinggi Teknik Surabaya | Sugiono J.P.,Sekolah Tinggi Teknik Surabaya
International Conference on ICT and Knowledge Engineering | Year: 2015

Participation of citizens in the process of city development is very important. To achieve good governance and democratic, the citizen can participate by providing complaints, information, or advices. In the current system, complaints are handled manually by 1-2 operators, whereas speed and accuracy are needed. The problem is this manual handling causes errors in the determination of appropriate government departments that handle the complaint. This research will propose a system that aims to determine the appropriate government department with complaints given by the citizen with the implementation of K-Nearest Neighbor (KNN) algorithm, to reduce human errors. This algorithm is one of text classification algorithms, which in this research, is used to classify complaints which the texts in Indonesian language. The input of the system is complaint given by the citizen and the output is the name of the appropriate government department, which is in accordance with the contents of the complaint. © 2015 IEEE.


Setiawan E.I.,Sekolah Tinggi Teknik Surabaya | Santoso J.,Sekolah Tinggi Teknik Surabaya | Maryati I.,Sekolah Tinggi Teknik Surabaya
International Conference on ICT and Knowledge Engineering | Year: 2013

Nowadays public transportation is needed given the current increasing transportation needs in the community because of the density of private vehicles that causes congestion everywhere. Given these reasons, currently people prefer to use public transportation to get to a location or perform daily life activities. But the problem is lack of information of public facilities and routes of available public transportation. This research will propose a system for searching public facility locations with implementation of IDA* algorithm. The input of this system is user's location from a mobile device and the output will be a list of routes that can be viewed in a map. © 2013 IEEE.

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