Dissertations / Theses on the topic 'Intelligence Establishment'

This thesis examines the British Joint Intelligence Bureau (JIB), which, between its creation in 1946 and its end in 1964, gathered, collated and processed topographic, economic, scientific, and atomic intelligence. It did so on an inter-service, national level. The thesis examines the creation of the organisation, in the aftermath of the Second World War, exploring what factors and which people supported the creation of the new agency. It then moves on to examine the work of the JIB in several of its key fields of work, namely topography, economics and monitoring the threat from Soviet nuclear forces, before examining some of the JIB’s international connections and how these contributed to its work. It concludes with an examination of how the JIB begat the Defence Intelligence Staff (DIS). It argues that the creation of the JIB was an appropriate response to the need to centralise and retrench in the intelligence machinery after the War, but that the organisation, in essence, represented a compromise between those who wanted to fully centralise military (and military-relevant) intelligence and those who wished to preserve service independence. Over the course of its existence it made important contributions to several key areas of policy – including mapping the Soviet Union for nuclear strike planning, the economic containment of the USSR, as well as China and North Korea during the Korean War, and in monitoring the production of Soviet bombers and missiles – before becoming a central component of the new DIS.

Thesis (M.A. in Security Studies (Homeland Security and Defense))--Naval Postgraduate School, March 2010.
Thesis Advisor(s): Dahl, Erik. Second Reader: Simeral, Robert. "March 2010." Description based on title screen as viewed on April 28, 2010. Author(s) subject terms: Trust, collaborative environment, inter-agency, maritime intelligence. Includes bibliographical references (p. 59-63). Also available in print.

Policing in Europe has become more complex, due to the nature of organised crime being more and more trans-national and a growing Europeanization in policing as a result of the creation of European agencies like Europol and Eurojust taking over activities which before the Lisbon Treaty remained within the sole responsibility of single Member State. Informal law enforcement cooperation between Member States is being transferred into formalised cooperation by European agencies with a specific mandate and specific powers. This development also requires a mechanism to streamline national and European law enforcement priorities. In 2005 the United Kingdom proposed the European Criminal Intelligence Model (ECIM) as the tool to achieve this task. In general terms the ECIM is based on the principles stemming from the concept of intelligence-led-policing as proposed by Ratcliffe (2005). However, until today the implementation of the ECIM is not finalised. This dissertation will address the conditions for such a model to be successful, especially with regard to the operationalisation of strategic findings at EU level within a national or trans-national setting. In this regard, the question of the meaning of ‘intelligence’ for the ECIM is examined, especially taking into account that the concept of ‘intelligence’ in law enforcement still is a rather new discipline. In addition, this thesis will discuss the societal framework in which the ECIM is to be deployed with a focus on the respective consequences if our society has changed from modern to a postmodern society. In relation to the ECIM a reflection on this aspect is of crucial importance as a shift in the societal paradigm would also question the value of a ‘grand narrative’ like the ECIM, a single, monolithic tool that would be able to address the problems in tackling trans-national organised crime as if made from one piece in a European context which is defined by diversity.

Quality by Design (QbD) is a systematic approach that has been recommended as suitable for the development of quality pharmaceutical products. The QbD approach commences with the definition of a quality target drug profile and predetermined objectives that are then used to direct the formulation development process with an emphasis on understanding the pharmaceutical science and manufacturing principles that apply to a product. The design space is directly linked to the use of QbD for formulation development and is a multidimensional combination and interaction of input variables and process parameters that have been demonstrated to provide an assurance of quality. The objective of these studies was to apply the principles of QbD as a framework for the optimisation of a sustained release (SR) formulation of salbutamol sulphate (SBS), and for the establishment of a design space using Response Surface Methodology (RSM) and Artificial Neural Networks (ANN). SBS is a short-acting ♭₂ agonist that is used for the management of asthma and chronic obstructive pulmonary disease (COPD). The use of a SR formulation of SBS may provide clinical benefits in the management of these respiratory disorders. Ashtalin®8 ER (Cipla Ltd., Mumbai, Maharashtra, India) was selected as a reference formulation for use in these studies. An Ishikawa or Cause and Effect diagram was used to determine the impact of formulation and process factors that have the potential to affect product quality. Key areas of concern that must be monitored include the raw materials, the manufacturing equipment and processes, and the analytical and assessment methods employed. The conditions in the laboratory and manufacturing processes were carefully monitored and recorded for any deviation from protocol, and equipment for assessment of dosage form performance, including dissolution equipment, balances and hardness testers, underwent regular maintenance. Preliminary studies to assess the potential utility of Methocel® Kl OOM, alone and in combination with other matrix forming polymers, revealed that the combination of this polymer with xanthan gum and Carbopol® has the potential to modulate the release of SBS at a specific rate, for a period of 12 hr. A central composite design using Methocel® KlOOM, xanthan gum, Carbopol® 974P and Surelease® as the granulating fluid was constructed to fully evaluate the impact of these formulation variables on the rate and extent of SBS release from manufactured formulations. The results revealed that although Methocel® KlOOM and xanthan gum had the greatest retardant effect on drug release, interactions between the polymers used in the study were also important determinants of the measureable responses. An ANN model was trained for optimisation using the data generated from a central composite study. The efficiency of the network was optimised by assessing the impact of the number of nodes in the hidden layer using a three layer Multi Layer Perceptron (MLP). The results revealed that a network with nine nodes in the hidden layer had the best predictive ability, suitable for application to formulation optimisation studies. Pharmaceutical optimisation was conducted using both the RSM and the trained ANN models. The results from the two optimisation procedures yielded two different formulation compositions that were subjected to in vitro dissolution testing using USP Apparatus 3. The results revealed that, although the formulation compositions that were derived from the optimisation procedures were different, both solutions gave reproducible results for which the dissolution profiles were indeed similar to that of the reference formulation. RSM and ANN were further investigated as possible means of establishing a design space for formulation compositions that would result in dosage forms that have similar in vitro release test profiles comparable to the reference product. Constraint plots were used to determine the bounds of the formulation variables that would result in the manufacture of dosage forms with the desired release profile. ANN simulations with hypothetical formulations that were generated within a small region of the experimental domain were investigated as a means of understanding the impact of varying the composition of the formulation on resultant dissolution profiles. Although both methods were suitable for the establishment of a design space, the use of ANN may be better suited for this purpose because of the manner in which ANN handles data. As more information about the behaviour of a formulation and its processes is generated during the product Iifecycle, ANN may be used to evaluate the impact of formulation and process variables on measureable responses. It is recommended that ANN may be suitable for the optimisation of pharmaceutical formulations and establishment of a design space in line with ICH Pharmaceutical Development [1], Quality Risk Management [2] and Pharmaceutical Quality Systems [3]

To refine our knowledge and to adequately test hypotheses concerning theoretical and applied aspects of invasion biology, successful and unsuccessful invaders should be compared. This study investigated insect establishment patterns by comparing the climatic preferences and biological attributes of two groups of polyphagous insect species that are constantly intercepted at New Zealand's border. One group of species is established in New Zealand (n = 15), the other group comprised species that are not established (n = 21). In the present study the two groups were considered to represent successful and unsuccessful invaders. To provide background for interpretation of results of the comparative analysis, global areas that are climatically analogous to sites in New Zealand were identified by an eco-climatic assessment model, CLIMEX, to determine possible sources of insect pest invasion. It was found that south east Australia is one of the regions that are climatically very similar to New Zealand. Furthermore, New Zealand shares 90% of its insect pest species with that region. South east Australia has close trade and tourism links with New Zealand and because of its proximity a new incursion in that analogous climate should alert biosecurity authorities in New Zealand. Other regions in western Europe and the east coast of the United States are also climatically similar and share a high proportion of pest species with New Zealand. Principal component analysis was used to investigate patterns in insect global distributions of the two groups of species in relation to climate. Climate variables were reduced to temperature and moisture based principal components defining four climate regions, that were identified in the present study as, warm/dry, warm/wet, cool/dry and cool/moist. Most of the insect species established in New Zealand had a wide distribution in all four climate regions defined by the principal components and their global distributions overlapped into the cool/moist, temperate climate where all the New Zealand sites belong. The insect species that have not established in New Zealand had narrow distributions within the warm/wet, tropical climates. Discriminant analysis was then used to identify which climate variables best discriminate between species presence/absence at a site in relation to climate. The discriminant analysis classified the presence and absence of most insect species significantly better than chance. Late spring and early summer temperatures correctly classified a high proportion of sites where many insect species were present. Soil moisture and winter rainfall were less effective discriminating the presence of the insect species studied here. Biological attributes were compared between the two groups of species. It was found that the species established in New Zealand had a significantly wider host plant range than species that have not established. The lower developmental threshold temperature was on average, 4°C lower for established species compared with non-established species. These data suggest that species that establish well in New Zealand have a wide host range and can tolerate lower temperatures compared with those that have not established. No firm conclusions could be drawn about the importance of propagule pressure, body size, fecundity or phylogeny for successful establishment because data availability constrained sample sizes and the data were highly variable. The predictive capacity of a new tool that has potential for eco-climatic assessment, the artificial neural network (ANN), was compared with other well used models. Using climate variables as predictors, artificial neural network predictions were compared with binary logistic regression and CLIMEX. Using bootstrapping, artificial neural networks predicted insect presence and absence significantly better than the binary logistic regression model. When model prediction success was assessed by the kappa statistic there were also significant differences in prediction performance between the two groups of study insects. For established species, the models were able to provide predictions that were in moderate agreement with the observed data. For non-established species, model predictions were on average only slightly better than chance. The predictions of CLIMEX and artificial neural networks when given novel data, were difficult to compare because both models have different theoretical bases and different climate databases. However, it is clear that both models have potential to give insights into invasive species distributions. Finally the results of the studies in this thesis were drawn together to provide a framework for a prototype pest risk assessment decision support system. Future research is needed to refine the analyses and models that are the components of this system.

In Multi-Agent Systems consisting of intelligent agents that interact with one another, where the agents are software entities which represent individuals or organizations, it is important for the agents to be equipped with trust evaluation models which allow the agents to evaluate the trustworthiness of other agents when dishonest agents may exist in an environment. Evaluating trust allows agents to find and select reliable interaction partners in an environment. Thus, the cost incurred by an agent for establishing trust in an environment can be compensated if this improved trustworthiness leads to an increased number of profitable transactions. Therefore, it is equally important to design effective trust establishment models which allow an agent to generate trust among other agents in an environment. This thesis focuses on providing improvements to the designs of existing and future trust establishment models. Robust trust establishment models, such as the Integrated Trust Establishment (ITE) model, may use dynamically updated variables to adjust the predicted importance of a task’s criteria for specific trustors. This thesis proposes a cluster-based approach to update these dynamic variables more accurately to achieve improved trust establishment performance. Rather than sharing these dynamic variables globally, a model can learn to adjust a trustee’s behaviours more accurately to trustor needs by storing the variables locally for each trustor and by updating groups of these variables together by using data from a corresponding group of similar trustors. This work also presents a generalized trust establishment model architecture to help models be easier to design and be more modular. This architecture introduces a new transaction-level preprocessing module to help improve a model’s performance and defines a trustor-level postprocessing module to encapsulate the designs of existing models. The preprocessing module allows a model to fine-tune the resources that an agent will provide during a transaction before it occurs. A trust establishment model, named the Generalized Trust Establishment Model (GTEM), is designed to showcase the benefits of using the preprocessing module. Simulated comparisons between a cluster-based version of ITE and ITE indicate that the cluster-based approach helps trustees better meet the expectations of trustors while minimizing the cost of doing so. Comparing GTEM to itself without the preprocessing module and to two existing models in simulated tests exhibits that the preprocessing module improves a trustee’s trustworthiness and better meets trustor desires at a faster rate than without using preprocessing.

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The simulation of establishment is a phenomenon that usually occurs in a context where there is fiscal war between municipalities, but not necessarily. In this practice is common for service providers to use an establishment used as front organization in the municipality of lower taxation, at the same time that they are established in another property, in another municipality, with higher tax incidence, with all the elements for the service provision, however, declare that the services are provided by the first establishment. To prevent and combat this practice, in the year 2005, the Municipality of São Paulo established the Registration of services providers domiciled in other municipalities (CPOM) for intercity service benefits, when the taker is in São Paulo territory. However, simulations of establishment cases continue being judged by the Municipal Council of Taxes, which is an indication that the Registration may require adjustments to better fulfill its function. This paper aims to examine whether CPOM properly combat the simulation of establishment and, if the answer is negative, adjustments will be presented so that it fulfills the function for which it was implemented. These adjustments are intended to increase efficiency and provide an evidential context to detect and point simulations, improving its performance.
A simulação de estabelecimento é um fenômeno que normalmente ocorre num contexto em que há guerra fiscal entre os Municípios, mas não necessariamente. Nessa prática é comum os prestadores de serviço se utilizarem de um estabelecimento de fachada no Município de menor tributação, ao mesmo tempo em que estão estabelecidos em outro estabelecimento, em outro Município, de maior incidência tributária, com todos os elementos para a prestação do serviço, porém, declaram que os serviços são prestados pelo primeiro estabelecimento. Para prevenir e combater essa prática, no ano de 2005, o Município de São Paulo instituiu o Cadastro de Prestadores de Outros Municípios (CEPOM) para as prestações intermunicipais de serviço, quando o tomador estiver em território paulistano. Porém, casos de simulação de estabelecimento continuam sendo julgados pelo Conselho Municipal de Tributos, o que constitui um indício de que o Cadastro pode necessitar de ajustes para que melhor cumpra a sua função. O presente trabalho pretende analisar se o CPOM combate adequadamente a simulação de estabelecimento e, caso a resposta seja negativa, serão apresentados ajustes para que ele cumpra a função para a qual ele foi implementado. Tais ajustes têm como objetivo aumentar sua eficiência e fornecer um contexto probatório para detectar e apontar simulações, melhorando o seu desempenho.

L’environnement logistique s’appuie sur des systèmes de pilotage centralisés qui atteignent aujourd’hui leurs limites face à un réseau logistique et des envois de plus en plus complexes et fragmentés. Des initiatives de rupture comme l’Internet Physique orientent les développements futurs vers un pilotage décentralisé, ouvert et collaboratif. Nous inscrivant pleinement dans cette dynamique, le travail de recherche présenté dans ce manuscrit a pour but de questionner la pertinence d’un pilotage décentralisé de colis intelligents et opportunistes. Nous définissons un ensemble d’indicateurs de pilotage permettant à chaque colis de prendre ses propres décisions pour se router sur le réseau logistique. Ils peuvent alors évaluer la performance d’opportunités de transport qui se présentent. Puis, nous confrontons cette approche avec différents types de transport afin d’évaluer sa pertinence. Un plan d’expériences, déployé sur un moteur de simulation à événements discrets, nous permet alors de tester plusieurs scénarios. Enfin, dans une quatrième partie, nous étendons notre étude sur une proportion du réseau logistique de l’Établissement Français du Sang pour comparer une organisation actuelle avec une organisation cible et conclure sur la pertinence de notre modèle
Centralised transport logistics systems reach their limits, facing with fragmented shipments and complex logistics networks. Breakthrough innovations, as the Physical Internet initiative, steer research works to decentralised, open and collaborative monitoring approaches. The research work in this thesis aims to query the relevance of decentralised monitoring applied on intelligent and opportunistic parcels. Thus, we define key performance indicators allowing each parcel to make its own decisions and direct itself on the logistics network. These indicators allow parcels to evaluate each transportation opportunity. In the third part, we evaluate the relevance of our model, testing these indicators with different transportation types. We use a design of experiments with Discrete-Event Simulation models to test several transportation scenarios. Finally, in the fourth part, we applied our experiments on a French Blood Establishment Supply Chain part. It aims to compare the current organisation with the expected one and conclude on the relevance of our proposition

碩士
明新科技大學
工程管理研究所
95
In order to compete in the rigorous environment, the electronization has been trending to Business Intelligence system for the purpose of decision making. However, to avoid the ineffective experience happened, It is important to clarify the impact factors of BI system and find out a suitable assessment method to evaluate the performance of BI system. In this paper, a Analytic Network Process (ANP) based assessment model was constructed to assess the effectiveness of BI system. Furthermore a expert questionnaire was used to filter out useful performance matrices, used as the sub-criteria of the ANP model. Finally a real case was analyzed using the constructed ANP-based model. And the results indicate that the most crtitcal factors that impact the effective of BI system are: Output Information Accuracy, Meet Requirements, and Support Organization Efficiency. Utilizing this model to assess the BI performance of the studied case, it reveals that 24% improvement in effectiveness has been reached. It consists with the perception of management levels. That is this effectiveness assessment model can be used to evaluate the performance of BI system. It can also provide performance indices and improvement directions for BI users and vendors respectively. Eventally, both can get total success in system effective and satisfactory.

碩士
國立屏東師範學院
國民教育研究所
90
The purpose of this study was to investigate the effects of Multiple Intelligence English Teaching on multiple intelligences, learning intrinsic motivation, and English competency for the sixth-grade students. A quasi-experiment with pretest-posttest nonequivalent-control group design was conducted. The subjects were sixth-grade students selected from an elementary school in Pingtung City. There were 22 students in the experimental group (EG), and 21 students in the control group (CG). The experimental group received 16 weeks, once a week, 40 minutes a time of Multiple Intelligence English Teaching and the control group received the general English teaching. In this study “Multiple Intelligences Appraisal”, “Learning Experience Questionnaire”, “English Learning Achievement Assessment” and qualitative approach (included EG teacher’s classroom anecdotes, interviews, recording, students’ introspection sheets) were used to collect the data. The quantitative data were analyzed by one-way ANCOVA. In addition, Chi-square test was used to test the differences of the progress and retrogression percentages on multiple intelligences, learning intrinsic motivation, and English competency between EG and CG students. The main findings were: 1. There were significant differences on “Multiple intelligences”, “Spatial intelligence”, “Interpersonal intelligence”, and “Intrapersonal intelligence” between EG and CG; in further analyses, EG students had a higher percentage of progressing on “Multiple intelligences” than CG. However, there were no significant main effects on “Linguistic intelligence”, “Logical mathematical intelligence”, “Bodily-kinesthetic intelligence”, “Musical intelligence”, and “Naturalist intelligence”.　The main reasons of significances might be that EG students had more chances to draw, interact with their peers, and introspect their own learning process; the reason of insignificances might be the differences between the “Multiple Intelligences Appraisal” and the foci of Multiple Intelligence English teaching. 2. There were significant differences on “Self decision”,and “Learning promise and challenge” between EG and CG. But there were no significant differences on “Learning intrinsic motivation”, “Learning competence”, and “Learning enjoyment”. However, in further analyses, EG students had a higher percentage of progressing on “Learning intrinsic motivation”. The main reasons of significances might be that EG students had more chances to choose their own group members, decide their own learning pace, and be peer tutors. Although there were no significant differences on “Learning competence” and “Learning enjoyment” between EG and CG, from the qualitative analyses, students had positive intrinsic motivation on English learning. 3. There were significant differences on “Conversation” and “Speaking ability” between EG and CG. But there were no significant differences on “English competency”, “Sentence pattern”, and “Vocabulary”. The main reason of significances might be that EG students had more chances to practice English speaking; the reason of insignificances might be the differences between the instruments and teaching contents. The researcher discussed and made suggestions based upon the above research findings in order to be as the reference for educational applications and future studies.

碩士
國立臺灣科技大學
企業管理系
107
With the advancement in technology, the application of artificial intelligence (AI) has received much attention. In the scope of Human Resource Management, many people pay attention to whether practitioners will be replaced by AI. However, if human-machine cooperation can be effectively utilized, the above-mentioned incident will not happen. Effectively working with AI can make the work more efficient. This study conducted an asynchronous interview, and constructed an automated compatibility rating system to score each of the candidate in the experiment. In the process, speech recognition would be used to convert the recording files into texts. The automated compatibility rating system was written in Python base on text mining. The scores were sorted as a recommended list to fulfill the automation applied to human re-source selection. The result of the experiment was verified by the system, human resource specialists, and the professor. By using the Kendall tau ranking distance as the evaluation, the distance between the system and the professor was 0.0667, while the one between the human resource specialists and the professor fell in 0-0.2. Overall, the rank of the system was closer to the professor’s than the human resource specialists’ rank. The experiments performed in this study were tailored to the requirements expected by the professors participated in this study. The system is not limited to the mentorship establishment. Since the system was personalized design, it can also be applied to the selection of enterprise. Using the automated scoring system can effectively avoid the bias caused by the interviewer's subjective thoughts, and provide the most objective and fair recommended candidates.

碩士
國立中正大學
會計與資訊科技研究所
100
Affected by the global environment and Economic Cooperation Framework Agreement (ECFA), industries in Taiwan have been under a lot of pressure. In order to upgrade intelligent automation and adjust the industrial structure of Taiwan’s manufacturing industry, the government in Taiwan particularly proposed the "Intelligent Automation for Manufacturing and Service Industries Promotion" project in 2010. Accordingly, this study aims to investigate the internal control and audit mechanism of intelligent manufacturing from the perspective of the production cycle. It is hoped that the in-depth analysis of the effects of intelligent manufacturing application and internal control mechanism will assist the manufacturing industry in improving operating performance and enhancing internal control. Gowin’s Vee (Gowin, 1981) is adopted as the main research strategy in this study. First, on the theoretical side, this study uses Grounded Theory to collect and code relevant literature; afterwards, the prototype of internal control is formed through literature review. Then the expert questionnaire is adopted to edit the prototype of internal control. The finalized Establishmentand Emprical Study of the Mechanism of Intelligent Manufacturing Internal Control consists of 9 dimensions and 43 control items. Finally, this study uses Multi-case to assess the feasibility of the research in the practice. It is hoped that the results of this study will be helpful for the manufacturing industry in terms of implementing intelligent manufacturing and that the operating strategies and objectives will be achieved effectively.

碩士
國立高雄海洋科技大學
微電子工程研究所
105
The study is about a wifi wireless sensor network used to monitor environmental parameters of parking lots. It can gives drivers immediate messages of parking lot. After collecting the parking lot environmental parameters from sensor nodes, they are responded to system for monitoring the current status of parking spaces. This can enhance the safety of the parking lot. In this thesis, an intelligent remote monitoring system of parking lot was established using a wifi network. The parking time of each car can be accessed from website. Occupied car space was detected and the message was displayed on website? When the parking space was occupied, the emit exhaust device star to work. If carbon monoxide was detected the system will send an alarm to remind the driver. All the messages are transmitted or received by a wifi wireless network between sensor nodes and the server.

碩士
南榮科技大學
工程科技研究所碩士班
104
Historically, Shuishang Village was developed earliest in Chiayi area. The old schools and the old town dissipate dense cultural atmosphere. Geographically, Shuishang Village is located in the geometric center of Jianan Plain. Primarily working on farming, the residents grow fruitful rice and glamorous lotus, forming a beautiful rural scenery. With simple folk custom, the villagers build their homestead happily and peacefully. There are those villagers who donate lands for temple construction, those who donate resources for schooling and those who help the weak and aid the needy. Being the oldest local school, Shuishang Primary School has served the villagers over one hundred years. The students, being versatile, took it seriously in learning and inherited the folk custom of loving their homeland. Following their senior generations and unfolding what they have learned, the students offer their talented in celebration to activate villager’s emotion. These circumstances deserve to become a paragon. In this research, electronic book is used to document this paragon and therefore expect a sustainable development of the friendly homestead. In Year 2015, Executive Yuanreleased “ide@ Taiwan 2020 Policy: White Paper” for preparing the arrival of the intelligent lifestyle. By blending digital learning into daily life and combining school education with community and family education, the intelligent lifestyle achieves a more complete learning process. It is expected to promote the digital learning through aspects of environment, resource, accomplishment and application. This research is confined within the scope of Shuishang Village. The four aspects inside and outside of Shuishang Primary School are inspected for the requirements for executing digital education. “Experiencing and learning new campus” is used as the example of environment aspect. “Innovation and value-addition to build elegancy” is used as the example of resource aspect. “Be grateful and cherish good fortune to carry sustainable development” is used as the example of accomplishment aspect. And “Excellent campus to flourish education” is used as the example of application aspect. Building digital teaching materials on these four aspects and importing Google Maps to construct an example of digital learning. Implementing digital education to enable the countryside and cities enjoy the intelligent lifestyle simultaneously. Key Words: Shuishang Village, Shuishang Primary School, Intelligent Lifestyle, Digital Learning

碩士
國立成功大學
資訊工程學系碩博士班
95
With the decoding of human genome sequences, a large amount of research about the genetic sequence data has been published. The improved biological technology, such as DNA microarrays and the high-throughput experiments for molecular biology, has produced a huge scale of data about gene information and such abundant knowledge is almost recorded in the plaintext format. Due to the rapid growing rate of biomedical knowledge, the concern of effective information retrieval has arisen. For biomedical scientists, it’s an important issue to understand the transcriptional regulation of genes under different conditions. The major challenge comes from the complexity of the gene regulatory systems. The biomedical literatures contain a huge amount of gene-related data, including the transcriptional regulation between the regulators and the target genes. Although the biomedical literatures and papers contain rich resources, it takes lots of efforts for the researchers to obtain the relationships from the tremendous literatures. Therefore, efficient processing of the large scale of resources is needed. Our goal is to develop an intelligent gene regulatory mining system for extracting the informative sentences containing the regulation relationships from biomedical literatures. Our experiments show that the derived system attains a stable and prominent performance and is useful to extract the gene regulatory information from literatures.