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Informatika dan Program Studi Sistem Informasi Fakultas Teknologi Informasi UniversitasStikubank Semarang. Fakultas Teknologi Informasi dipilih karena jumlah data penelitiannya cukupbanyak. Setiap tahunnya Fakultas Teknologi Informasi meluluskan mahasiswa dengan penelitian skripsiyang beragam. Setiap tahunnya jumlah data skripsi selalu bertambah. Semakin bertambahnya penelitianskripsi dengan mata kuliah terbatas menyebabkan semakin banyak pula mahasiswa yang mengambilpenelitian yang mirip tema, objek, atau metode penelitian dengan penelitian sebelumnya. Pengelompokandata penelitian yang umumnya berbentuk teks dapat dilakukan dengan text mining.Algoritma yang digunakan adalah Partitioning Around Medoids (PAM) Clustering untuk melihatgambaran umum kemampuan akademik mahasiswa. Aplikasi dapat memberikan layanan pemilihanmedoids sejumlah 3 dokumen sebagai objek medoid. Untuk menghitung similaritas antar dokumen yangdiuji dengan medoids yang telah ditentukan menggunakan algoritma Jaccard Coefficient.Aplikasi dapat memlakukan proses menentukan sejumlah 3 (tiga) medoids oleh user dari dokumenabstrak skripsi mahasiswa.. Aplikasi juga dapat melakukan perhitungan jarak antara dokumen abstrakskripsi yang dipilih sebagai medoids dengan dokumen diluar medoid dan menampilkan hasil klasteringdokumen abstrak skripsi menggunakan algoritma PAM

The purpose of this study re-write the understanding of the tax laws and officials tax service on taxpayer compliance with risk prefernces as a moderating variable. The population in this research in taxpayer MSMEs listed in KPP Pratama Demak. The sampling tehnique was convenience sampling method which produced a sample of 88 MSMEs. The analysis methode that used in study is a multiple linier regression analysis. The results showed that an understanding of the tax law and officials tax service have positif significant effect on taxpayer compliance MSMEs partially in Demak residence. The risk preferences cannot the relationship between the understanding of the tax laws with tax compliance and the relationship between officials tax service with tax compliance. Keywords: the understanding of the tax laws, officials tax service, taxpayer compliance, risk preferences

Willingness to pay taxes is a necessary first step to carry out taxation. It's own volition arise based on many factors that influence it. This study was to find out how much influence the awareness factor to pay taxes, knowledge and understanding of tax regulations, a good perception of the effectiveness of the tax system, and the Sunset Policy jointly on the level of willingness to pay taxes in the region of UMKM Semarang. Data collection is done by collecting primary data in the form of questionnaires. The research sample consists of 131 taxpayers who have been willing to fill in questionnaires. While a decent sample processed in this study were 125 questionnaires. Method to answer the research question is processed by linear regression using SPSS. Results of research showed that: (1) consciousness of paying taxes and a significant positive effect on willingness to pay taxes. (2) Knowledge and understanding of tax regulations have a negative influence and no significant on willingness to pay taxes. (3) A good perception of the effectiveness of the tax system has positive affect and significant on willingness to pay taxes. Key words: Willingness to pay taxes, Consciousness of paying taxes, Knowledge and understanding of tax regulations, a good perception of the  effectiveness of the tax system

The purpose of this research is to examine the effect of CEO power onfirm performance and the moderating influence of independent board on therelationship between CEO power and firm performance. Indicator of CEOsPower studied were the CEO ownership in the company (CEO Ownership).The firm performance studied with the calculation of PE Ratio. Then, theindependent board is a proportion of independent board on the board ofcommissioners.The research is conducted by quantitative methods using secondarydata. Secondary data comes from the company's annual report listed on theIndonesian Stock Exchange. This research population is company listed onthe Indonesian Stock Exchange, and then the samples were taken bypurposive sampling with criteria manufacture company that not sufferedlossesduringthe observation process and have the data required in this study,in order to obtaina sample of 267 companies. This study use sregressionanalysis to the test the parameters individually significant (t - test).The result of the hypothesis test indicates that the CEO Powerwith CEO ownership as indicator has no effecton the firm performance withPE ratios are calculated, and the independent board based on the proportionof independent board does not have a moderating effecton the relationshipbetween CEO power and firm performance.

This reserach aims to examine and analyze the effect of perceived behavioral control, financial condition, the condition ofits facilities and the organization climatic conditions on tax compliance manufacturing industry. The population in thisstudy is the Corporate Tax payers manufacturing industry in the territory of Salatiga STO. Sample selection method usedwas convinience sampling. The data analysis technique used is multiple regression linier analysis. Based on the results oftests performed can be found that the perception of behavioral control, financial condition, the condition of its facilitiesand the organization climatic conditions and a significant positive effect on tax compliance entities, either partially orsimultaneouslyKeywords: perceived behavioral control, financial condition, the condition of its facilities, the organizationclimaticconditions and compliance corporate tax payers

This study aims to investigate the effect of strategic performance measurement system on managerial performance that isdirectly tested through four variables; job relevant information, role ambiguty, role conflict and role overload. This studyused the perspective of goal setting theory and role theory in explaining inter-variable relationship. Data collected in thissurvey was primary data from 329 functional managers of state-owned transportation companies under the auspices ofMinistry of State Owned Enterprise. Samples were taken using stratified random sampling. Of 329 questionnaires, 264were used in this research with respon rate of 80,55%. Data analysis was conducted using structural equation models inLISREL 8,5. The result of statistictic test indicated that strategic performance measurement system was, but notsignificantly, associated with managerial performance. Further findings indicated that strategic performance measurementsystem was significantly associated with job relevant information, but no association was found with role ambiguity.However, strategic performance measurement system was significantly assosiated with role conflict and role overload.Furthermore, the result of research test indicated that job relevant information was not associated with role ambiguty; roleconflict and role overload, but significantly associated with managerial performance. Based on the result, it can beconferred that role ambiguity was positively related and had a significant impact on managerial performance. In the otherhand, role conflict and role overload are positvely but not significantly assosiated with managerial performance.The resultof the role test of mediating variables has shown that job relevant information, role ambiguity, role conflict and roleoverload significantly mediated the effect of strategic performance measurement system toward managerial performance.Keywords : Strategic Performance Measurement System, Job Relevant Information, Role Stress Characteristic andManagerial Performance

This study aims to determine the condition of payment of income tax of SMEs in the Region of Semarang, how therecording of tax payments and whether taking notes in case of underpayment or overpayment. The population in this studyare all taxpayers SMEs located in the County of Semarang. While the sample studied through primary data by distributingquestionnaires to be addressed, direct interviews and secondary data through the office of the Department of Cooperativesand SMEs in Semarang. The sampling technique used is convenience sampling. Data analysis was performed usingdeskretif qualitative analysis to see how the map SMEs in the Region of Semarang on the condition of their businessactivities, capital and liabilities that can be known perpajakanya deficiency or excess. The research results in graphicalform shows that the conditions of tax payments made by the respondents most of the information obtained from pertugastaxes, the taxpayer has to pay taxes on time, taxpayers will determine tax rates and the calculation. Results show that theknowledge of the taxpayer, an understanding of the tax laws and benefits are fulfilled contributed to the reporting oftaxation, and SMEs have experienced an overpayment or underpayment in tax payments, SMEs also make adjustments incase of overpayment or underpayment although the adjustment is done not in accordance with Financial AccountingStandards for Small and Medium Enterprises.Keywords: UMKM, tax payment, registration tax, tax adjustment.

The development of the capital market in Indonesia is very rapidly.This is an indicator that the capital market is an alternative source offunding in addition to banking, in addition to the growing capital marketsalso showed that the confidence of investors will invest in Indonesia capitalmarket is quite good. The information required by the investors in the capitalmarkets is not only a fundamental information, but also information that istechnical in nature. The fundamental nature of the information obtainedfrom the financial reports of companies, and the technical nature of theinformation obtained from outside companies such as inflation, interest ratesand other factors.The samples of this research are company manufacturing food andbeverage sector in 2008-2012 by using 16 companies with purposivesampling method. The results of the research with multiple linear regressionshowed that the CR, DER, TAT, ROA, PER and interest rate do not haveeffect on stock return. While inflation has a negative significant effect onstock returns.

Bahasa Jawa adalah bahasa daerah yang paling banyak digunakan di Indonesia yang mulai ditinggalkan.  Perlunya pelestarian bahasa jawa dalam bentuk online yang bisa diakses bagi penggunanya sehingga akanmemudahkan dalam pencarian dokumen teks khususnya dokumen bahasa jawa ngoko.  Software IRS dirancang untuk memberikan hasil pencarian dokumen dalam jumlah yang optimal (recall rendah) dan akurat (precision tinggi) menggunakan metode VSM, sehingga user akan mendapatkan hasil pencarian cepat dan akurat.  Metode VSM akan melakukan pembobotan tiap dokumen yang ada pada database sehingga antar dokumen memiliki bobot yang berbeda untuk menentukan dokumen mana yang paling mirip (similar) dengan query, dokumen dengan bobot tertinggi menempati ranking teratas dalam hasil pencarian.  Evaluasi hasil pencarian IRS dilakukan dengan uji recall dan precision. Studi kasus yang telah dilakukan menggunakan IRS  ini didapatkan hasil sistem mampu melakukan proses preprosesing (tokenisasi, filtering, dan stemming) dengan waktu komputasi 18 detik. Sistem mampu melakukan pencarian dokumen dan menampilkan hasil pencarian dokumen dalam waktu komputasi rata-rata 2 detik, memiliki  rata-rata recall 0,04 dan rata-rata precision 0,84. Sistem dilengkapi dengan bobot tiap dokumen dan letakknya yang akan memudahkan user dalam pencarian dokumen teks bahasa Indonesia.

The objective of this research is to empirically examine about the factors affecting the Composite Stock Index in Indonesia Stock Exchange. The factors are SBI Rate, World Oil Price, World Gold Price, and Exchange Rate of Indonesia Rupiah. The sample of this research is monthly data of the SBI Rate, World Oil Price, World Gold Price, Exchange Rate of Indonesia Rupiah, and Composite Stock Index from October, 2007 until September, 2012. This research uses multiple regression analysis.The result of this research shows that the SBI Rate negatively affect the composite stock indeks (IHSG), while the world oil price and world gold price positively affect the IHSG. But, the exchange rate of Indonesia rupiah is not affect the IHSG. The value of adjusted R square is 0.519%. This means that 51.90% IHSG movement can be predicted by the movement of the four independent variables. Keywords: sbi rate, world oil price, world gold price, exchange rate of indonesia rupiah, IHSG

Online trust is one of the main determinants of the success of e-retailers and much research has dealt with website features triggeringconsumer trust to them. Another stream of research focuses on thepsychological antecedents to online trust; i.e., what ‘‘happens’’ in theconsumer’s mind before or while a person decides to trust an e-retailer?So far, each effort has focused on only a few selected aspects of this trustformation process. Only few studies have attempted to identify majorpersonality based psychological antecedents of trust. This work identifiedthe relative importance of the personality based psychological antecedentsof trust in technology adoption and e-retailing. The model incorporatesthe personality traits (Extraversion, and Openness to experience), the mostwidely accepted framework for personality research in psychology, as wellas determinants of trust in our model.

This study aims to analyze the influence of Internet FinancialReporting (IFR) , Level Disclosure and Timeliness (Timelines)Submission of Financial Information Website On The Stock Market.Sample in this study consisted of 70 companies listed in the JakartaIslamic Index (JII) from 2008-2012. Data analysis uses multipleregression analysis.The results of hypothesis testing showed that theIFR has a significant influence on the abnormal stock returns, thelevel of disclosure has negative effect on abnormal stock returns andtimeliness has no significant effect on abnormal stock returns.

International Financial Reporting Standards are standards focusedin fair value approach on measurement and disclosure criteria that requirethe greater extent of the exerciseof professional judgment. This study aims tounderstand the exercise of auditor professional judgment in InternationalFinancial Reporting Standards (IFRS) in fair value of fixed assets, tounderstand the factors that contribution in exercising professional judgmenton fair value of fixed assets and what constrains that emerge whenexercising professional judgment in fair value of fixed assets as well assolution that can be done to overcome these problem.This study uses qualitative research methods with aphenomenological approach as it is meant to analyze and look for themeaning behind the experiences of the auditor in exercising their professionaljudgment. This study focused on the exercise of professional judgment on thefair value of fixed assets. The research was conducted through interviewswith auditors who work as public accountants in public accounting firm.Results of this study indicate that auditors exercise their professionaljudgment to review the appraisal value by assessing the reasonableness of theassumptions, methods and data used. Auditors exercise their professionaljudgment by considering the factors that influenced such as consideration ofmateriality, subjectivity, knowledge, and experience as well as factors such asthe audit job IFRS requirements, the nature of accounts, compliances withIFRS, audit history, engagement management, fraud risk and going concern.The auditor had no difficulties in using professional judgment in assessingthe fair value of fixed assets due to the existing appraisal valuation. Insteadauditor experienced problems when assessing the fair value of financialinstruments is important for future research. Finally, team work anddiscussion are solution that auditors used to overcome the problem inexercising professional judgment.

Globalization is a process of economic activity and trade, where countriesaround the world into a single market forces increasingly integrated with theterritorial limits of the country without hindrance. Developments in this eraof globalization impact to human life. Based on these conditions, affect theappearance of many engaged in the retail trade of daily consumer goods invarious cities in Indonesia. This study aims to analyze the effect of Display,Positive Emotion and Store Atmosphere toImpulse Buying.This study used accidental sampling method on the visitor AlfamartCitarum Raya Semarang. Data obtained by distributing 100 questionnairesto the visitors Alfamart Citarum Raya Semarang. The independent variablein this study is the Display of Positive Emotion and Atmosphere Store whilethe dependent variableis the Impulse Buying. The statistical methods used inthis study is the Multiple Linear Regression AnalysisThe results oft his study indicate that the variable Display and PositiveEmotion there is a significant effect on Impulse Buiyng. As for theAtmosphere Store variables showed no significant effect on Impulse Buying.The results of this study also showed that the value of R Square of 21.6%while the remaining 78.4% is explained by other variables that are notproposed in this study.

Pencatatan transaksi keuangan yang cermat dan tepat sesuai penggunannya akan menghasilkan informasi yang akurat dan up to date bagi setiap pemakai dan yang membutuhkan. Tak terkecuali perusahaan kecil dengan volume transaksi yang tidak sedikit di bagian pusat dan cabang juga membutuhkan pembukuan transaksi keuangan yang dimilikinya. Dalam menjawab permasalahan dan kesulitan yang dialami oleh pengusaha dalam mengambil keputusan yang terkait operasional keuangan perusahaan, perlu dibuat suatu sistem informasi keuangan bagi pengusaha kecil berbasis area. Pada penelitian ini dikembangkan Sistem Informasi (Sisfo) Keuangan yang berlaku pada pengusaha kecil, “Batik Wijayanti Semarang”. Sistem yang dikembangkan adalah antarmuka berbasis web yang dibangun menggunakan paket perangkat lunak HTML, PHP dan MySQL. Metode pengembangan sistem ini menggunakan konsep pengembangan sistem System Development Life Cycle (SDLC). Sistem pencatatan transaksi keuangan ini mengacu pada siklus akuntansi yang dimulai dari pencatatan transaksi ke jurnal, kemudian pencatatan penerimaan dan pengeluaran pusat dan cabang, sampai dengan menghasilkan laporan keungan dalam bentuk: Buku Besar, Neraca, Laporan Laba/Rugi, dan Laporan Perubahan Modal.   Kata kunci: sisfo keuangan, area, SDLC

Sejak pemerintah kota Semarang menyelenggarakan penerimaan peserta didik baru secara online, khususnya untuk tingkat SMA Negeri di Kota Semarang, banyak permasalahan dapat diatasi dengan adanya sistem tersebut. Orang tua/wali dan calon peserta didik tidak lagi harus banyak mengeluarkan tenaga dan pikiran untuk melakukan proses pendaftaran, seperti pergi jauh menuju lokasi sekolah dan menunggu antrian yang cukup lama, tetapi cukup dengan melakukan proses secara online melalui internet. Yang sangat perlu diperhatikan adalah bagaimana proses yang berjalan secara real-time tersebut dapat dipantau secara transparan oleh masyarakat luas, sehingga keputusan yang harus diambil oleh orang tua/wali maupun calon peserta didik sepenuhnya tepat berdasarkan kesadaran dan kondisi yang ada pada saat proses penerimaan siswa baru secara online berlangsung. Menjadi unik ketika mengamati bagaimana jumlah SMA yang ada di Kota Semarang diserbu oleh calon peserta didik yang begitu banyak, yang berasal dari negeri maupun swasta dan dari dalam kota maupun luar kota. Kuota yang ada pada setiap sekolah tentunya tidak dapat menampung semua jumlah pendaftar, sehingga ketentuan pada proses seleksilah yang akan menjadi dasar akhir penerimaan. Tidak semua calon peserta didik yang berasal dari sekolah negeri bisa diterima di sekolah yang dituju, demikian pula calon peserta didik yang berasal dari sekolah swasta tetap memiliki kesempatan yang sama untuk bisa diterima di sekolah negeri tujuannya. Menggunakan metode data mining dan teknik klustering diperoleh gambaran hasil bagaimana proses seleksi masuk di SMA Negeri di Kota Semarang yang cukup ketat namun transparan. Data yang diolah dapat mengetahui sejauh mana calon peserta didik berkompetisi memperebutkan kursi di sekolah yang diidamkannya tersebut. Gambaran hasil berikutnya adalah bagaimana porsi sebenarnya antara calon peserta didik laki-laki dan perempuan yang berkesempatan untuk melanjutkan studi di SMA Negeri. Prosentase pendaftar dari Dalam Rayon, Luar Rayon dan Luar Kota juga tampak jelas dalam hasil analisa. Terakhir adalah bagaimana dengan data mining dan teknik klustering diperoleh gambaran kelompok calon peserta didik dengan nilai tinggi, sedang dan rendah, serta kelompok jumlah calon peserta didik dari asal sekolah mereka.   Kata kunci: peserta didik, online, klustering

One of the important role of Management Accounting Information System (MAS) is to provide information to the right people, the right way at the right time to improve management capabilities in understanding the circumstances around it, so it was able to identify the relevant activities appropriately. The purpose of this study is to empirically examine the role of MAS as variables that mediate the effect of information technology and interdependence on performance managerial of employees inthe local government enterprises are rural banks and financial institutions sub-Central Java (PD BPR BKK). The samples in this study were obtained according to the purposive sampling technique based on criteria derived from population consisting of employees or the manager at PD BPR BKK contained in Central Java. Data were analyzed using Partial Least Square (PLS) in a of Structural Equation Modeling (SEM). Role of characteristics of MAS as variable which mediate the effect of information technology and interdependence on managerial performance examined using Sobel Test. The results of this study indicate that information technology has an indirect positive effect and significant impact on managerial performance through MAS. Interdependence also has an indirect positive effect and significant impact on managerial performance through MAS. It can be concluded that the MAS has a role as a mediating influence between the variables information technology and interdependence on managerial performance.Keywords: management accounting information system, information technology, interdependence, mediating, managerial performance.

This study aimed to examine the effect of the Capital Adequacy Ratio ( CAR ) , Net Interest Margin ( NIM ) , Loan to Deposit Ratio ( LDR ) , Non Performing Loan ( NPL ) , Operating Expenses and Operating Income ( ROA ) and Asset Quality ( KAP ) Changes to income , the banking companies listed in Indonesia Stock Exchange. The study took 61 banks listed on the Indonesia Stock Exchange in 2009-2011 as the sample. The independent variables in this study are the Capital Adequacy Ratio (CAR), Net Interest Margin (NIM) , Loan to Deposit Ratio (LDR) , Non Performing Loan (NPL) , Operating Expenses and Operating Income (OEOI/BOPO) and Asset Quality (AQ/KAP), and the dependent variable is Income Changes (IC/ROA). The Technique Applied in taking sample is purposive sampling .The data analysis applied is multiple linear regression based on OLS (Ordinary Least Squerst). Theresults of the study indicates that CAR variable has effect on the profit change with significance value at 0.011. NIMvariable has no effect on profit changes with significance value aat 0.306 , LDRvariablehas no significant effect on profit changes at 0.895, NPLvariable has positif effectbut, it is not significant on profit changes at 0.188, OEOI/BOPOBOPO variable has negatif effect but it is significant on profit changes at 0,044 and AQ/KAPvariable hassignificanteffect at 0,009.Key words: CAR, NIM, LDR, NPL, OEOI/BOPO, AQ/KAP and Profit change.

This study will analyze the differences in ethical sensitivity of students in Semarang. The goal is to determine differences in the activity and behavior of the students. The population in this study were students of accounting and management at private universities in Semarang. In this study the researchers used the criteria to get closer to the subject matter. The criteria used in this study were students who were third semester to semester end. Results of this study indicate that there is no difference between unethical behavior and student management accounting students. There is no difference between unethical behavior male and female accounting students. Students are more tolerant of unethical behavior will be more cynical.Keywords: Ethical Sensitivity, cynical attitude.

The research want to analysis about corruption and economic growth. The method of analysis use pooling data. Number of cross-section data are 33 provinces and times-series data are three years. The best model obtained from redundant fixed effect test and correlated random effects-Hausman test. The model used an estimation methodin whichthe cross-section is none and the period is fixed. Based on regression output, corruption has negative significant to Indonesia economic growth. So,corruption becomea grease of wheel for indonesia economics. The meaning is corruption increase economic growth. There areten provincesin which theCPI variable significantly to economic growth. Two provinceshave negatif significant and others positif significant to economic growth. If the ten provinces removed from regression,CPI becomes insignificant. So, the ten provinces have big influence to Indonesia economics, especially in CPI.Key words: CPI, economics growth, pooling data, none, fixed, and grease of wheel