Telematics and Informatics 3G and beyond technology development and pricing on mobile data service p

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Informatic未来展望
人工智能的发展趋势
人工智能技术将更加成熟
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随着算法和算力的不断提升，人工智能技术将更加精准、高效
，应用领域也将不断扩大。
人工智能与各行业融合
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人工智能技术将与医疗、金融、制造等各行业深度融合，推动
产业升级和变革。
人工智能伦理问题将受到关注
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随着人工智能技术的普及，伦理问题将逐渐凸显，社会将更加
Informatic涉及多个学科领域，包括计算机科学、数学、语言学、心理学等，旨在 提供全面的信息处理解决方案。
Informatic的核心概念包括信息、信息处理、信息系统、信息检索和信息行为等， 这些概念在各个领域都有广泛的应用。
Informatic的起源和发展
Informatic起源于20世纪中叶的 计算机科学和图书馆学领域，随 着信息技术的发展和普及，其应
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从各种来源获取数据， 并进行预处理。
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将海量数据存储在分布 式系统中，便于后续处
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去除重复、错误或不完 整的数据，确保数据质
量。
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通过算法和模型，从海 量数据中发现有价值的
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提供计算、存储和网络等基础设施服务。
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将物联网技术与行业应用相结 合，开发智能化解决方案。
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Informatic实践案例
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智能推荐系统
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2012年3月高级口译听力Spot Dictation 原文+评析Psychologists have many theories to explain how we remember information. The most influential theory is that memory works as a kind of storage system for information. There are three types of these storage systems with different functions that hold information for different amounts of time. They are sensory memory, short-term memory and long-term memory. Sensory memory holds information for the shortest amount of time, less than for seconds and instant. Sensory memory is where stimuli or things that stimulate our senses are very briefly stored. We forget sensory memories almost instantly, unless they passed into another storage system. Examples of the stimuli are what we see and hear in the world, such as a flash of lightning or the sound of a door closing. Short-term memory also called working memory, holds information for about 15 to 20 seconds. This is not a very long time. But the information that passes into this system has more meaning for us than just sensory stimulation. Some experts believe that sensory information changes into visual images as it is stored. And others believe that information changes into words. There is not much room for information in short-term memory. And it did not stay there for very long. Examples of this types of information are telephone numbers, addresses and names. Long-term memory holds information almost indefinitely, although retrieving it can sometimes be difficult. Think of long-term memory as a very big library, with almost unlimited capacities for storage. Information gets filed, cataloged and stored. Long-term memory has several different components or categories. The main two categories are declarative memory and procedure memory. Declarative memory is where we store factual information, such as names, faces, dates, life events. Procedure memory is where we store memory of skills and habits , like how to ride a bike, or how to boil an egg. Within the declarative memory, there are smaller categories of memory, episodic memory and semantic memory. Episodic memory relates to our personal lives. Things we have done or experienced, such as having a car accident or graduating from school. Semantic memory is where we organize general knowledge or facts about the world, such as math formulas, spelling rules and capital cities.点评：这是一篇关于人类记忆分类的文章。

The Evolution of Jini™ TechnologyIn TelematicsByJudith AratoandSteven KnudsenOctober 2001Jini™ and all Jini™ -based marks are trademarks or registered trademarks of Sun Microsystems, Inc. in the U.S. and other countries.Java™ and all Java™ -based marks are trademarks or registered trademarks of Sun Microsystems, Inc. in the U.S. and other countries.JMatos™, PsiNode™, and PsiNaptic™ are trademarks of PsiNaptic Inc.© 2001 PsiNaptic Inc.PsiNaptic Inc.216, 200 Rivercrest Drive SECalgary, AlbertaCanada T2C 2X5T: 403 720-2531F: 403 720-2537 Abstract:Jini™ network technology provides a protocol and system architecture whereby devices and services are added to the vehicle in a completely spontaneous and (often) autonomous way. When first launched, Sun Microsystems’ Jini technology captured the imagination of automakers looking to seamlessly integrate new product and service offerings into automobiles. At JavaOne 2000, Ford demonstrated a Jini technology-enabled vehicle. However, at the time Jini technology required more device storage than was available, limiting its use for in-vehicle applications.PsiNaptic™ contributed significantly to Sun’s initial vision for Jini technology on all devices by reducing its footprint to less than 100 kilobytes. Exciting opportunities now exist for this micro-version of Jini technology in automotive telematics applications. Furthermore, this technology is applicable to many resource-constrained or mobile devices. Telematics systems can interact with these devices as they enter the vicinity of the car, allowing applications, services, and information to be utilized when and where they are needed.Two scenarios are presented that exemplify the need for Jini technology in automotive systems. In the first, Jini technology is applied to the late-binding problem inherent in in-vehicle subsystems. The second scenario addresses the management and control of mobile devices (such as cell-phones and PDAs) that come into contact and interact with automobile systems.Timelines and motivations for use of this technology platform are discussed.What is Jini™ technology?Jini™ network technology provides simple mechanisms that enable devices to form impromptu network communities (Jini federations) - communities formed without planning, installation, or human intervention. Devices in a federation may provide services that other member devices may use. Moreover, services and information can be shared between members seamlessly, securely, and reliably.Jini technology uses a lookup service with which devices register their services. A service is implemented by a self-contained Java™ object. A device entering the network first locates the lookup service (discovery phase) and then uploads one or more Java objects that implement its services' interfaces (join phase).Other devices in the federation, whether controlled by a user or acting autonomously, are able to access services via a lookup service. Within the federation, there may be multiple lookup services hosted by one or more devices. Via the lookup service a client device acquires a desired service object and uses that object locally to interact with the device offering the service. The lookup service acts as an intermediary to connect a client looking for a service with that service. A service, because it is a self-contained object, can be offered and utilized independently of its originator, though typically service objects will communicate back to their source for data or for support processing. Once a client is finished with a service, it may discard the service object. This keeps memory requirements low, reduces system management and ensures that services do not become outdated in the hands of the end-user.Jini technology not only defines a set of protocols for discovery, join and lookup, but also a leasing and transaction mechanism to provide resilience in a dynamic network environment. All these mechanisms are combined in Jini network technology and can be used to give devices and systems the ability to form powerful spontaneous distributed networks that allow the seamless sharing of information and services when and where needed.The Java™ programming language is the key to making Jini technology work. By using the Java programming language, a Jini network architecture is secure. The discovery and join protocols, as well as the lookup service, depend on the ability to move Java objects, including their code, between Java virtual machines.What advantages does Jini™ offer automotive applications?Jini™ technology provides a protocol and system architecture whereby devices and services can be added to the vehicle in a completely spontaneous and (often) autonomous way. When a new device or a new service comes into contact with the in-vehicle network, a Jini technology-enabled subsystem can discover it and incorporate or use it. In effect, the subsystem can make queries such as: “Do you have a voice interface? Do you have a graphical interface? Do you have an icon?”and so on, and then decide how best to use the new device or service. The subsystem need not necessarily know how the new device or service behaves internally or how it communicates with other in-vehicle and external systems; in true object-oriented fashion, such details are left to the service or device itself. This eliminates the need to know a priori − the communication protocols and other details of operation for devices and services that are introduced late in the design and manufacturing process or thereafter.It is certain that Bluetooth™technology will begin to appear in automotive applications. The Bluetooth Special Interest Group Automotive Expert ("CAR") Group ("CAR") is working on several profiles specifically for automotive applications. Currently, the Hands-free profile is under review by the SIG community. Other, Extended Service Discovery Protocols, are also under development. At the most basic level, a profile is used to configure a communications channel between Bluetooth devices to facilitate the exchange of data using a particular protocol. The profile is said to support a "service"; for example, LAN or serial communication services. An extended profile will alsomatch end applications on Bluetooth devices via a specified Bluetooth-borne protocol. These applications must be present on the Bluetooth host. PsiNaptic™sees Bluetooth profiles as supporting Jini technology functions. Jini picks up where the profile leaves off and offers new services and information to federation devices. That is, Jini solves the problem of device introduction, integration, and inter-operation for new devices in the automotive-based network. There is no a priori assumption that a particular application exists; rather a Jini technology-enabled device can offer an application to another device, endowing it with new capabilities.What problems can Jini™ technology solve?a)Late Binding: The introduction of devices and capabilities after the design of a vehicle has been finalized is referred to as “late binding”. This is a common occurrence in the automobile industry as automobiles are powered and controlled by multiple subsystems, often proprietary, coupled by a complex network. With the increasing use of electronic components in vehicles, automakers continuously strive to contain costs, whilst trying to incorporate the latest advancements in technology. There is also a need to reconcile the vehicle development cycle with the market drivers of consumer electronics. Adding devices from multiple vendors and services to interact seamlessly with the car telematics systems throughout the design, manufacture, sales and ownership phases is becoming increasingly necessary to future-proof vehicles. Adding a Jini technology to the different vehicle subsystems allows for the introduction of devices and capabilities after the design of a vehicle has been finalized, not only addressing the issue of “late binding”, but also providing several advantages to upgrading and future-proofing automobiles.b) Synchronization of Mobile Devices: Solving the “late binding” problem is the first step towards applying a Jini technology platform to applications that go beyond the closed environment of in-vehicle systems. As Bluetooth becomes more prevalent in mobile phones/ PDAs, telematics control units, and otherdevices, Personal Area Networks (PANs) or Vehicle Area Networks (VANs) will become common. There will be a need to facilitate and control the seamless interaction between the devices in VANs. Jini technology embedded into these resource-constrained devices will enable them to participate in VANs or PANs and autonomously share information and services. Seamless interaction between devices from different manufacturers and the user's ability to easily, quickly, and reliably access device services across physical and logical boundaries will significantly impact the adoption of these devices and future technologies. Future applications include location based and electronic / mobile services linking cars to cars, cars to the freeway infrastructure, or cars to services at businesses, such as gas stations.Why isn’t Jini™ technology being used today?Although Sun Microsystems Jini™ technology still promises to enable next generation networks, its current size is too large for devices with memory and power constraints. Based on Sun’s Jini Technology, PsiNaptic has developed, tested and qualified its JMatos™ software with a footprint of approximately 100 kilobytes that enables resource-constrained automobile subsystems and mobile devices such as TCUs and cell phones or PDAs to participate as full members of Jini federations.How does JMatos™ make Jini™ technology feasible in Telematics?There is an increasing acceptance of both Java technology and Bluetooth in the auto industry. Java technology provides a standard software platform that has been adopted for use in embedded automotive systems. Today’s in-vehicle electronics systems are complex, being comprised of multiple subsystems each with one or more microprocessors. Using Java provides a consistent, standard and portable base upon which to coordinate the activities of these systems. Bluetooth provides means by which the automobile telematics systems can communicate with mobile devices introduced into the vehicle and over short ranges with external devices.A small footprint Jini technology protocol for resource-constrained devices provides a simple mechanism that enable devices to form an impromptu federation without a priori planning, installation or human intervention. Multiple auto subsystems or mobile devices that are Jini technology-enabled can announce their presence to the network federation and their information and services immediately become available to other member devices.PsiNaptic’s Jini™ Technology Implementation: - JMatos™Recognizing the need to provide objects with the ability to form an unlimited network, interacting dynamically and seamlessly, on behalf of people, PsiNaptic™developed JMatos™ software, a small footprint Java and Jini technology-based platform to improve the delivery of services and enable new innovative applications.How does JMatos™ solve the “late binding” problem?As technology advances, new cars continually feature new systems and innovations. Change and innovation in the auto industry takes time to implement—new systems and technologies can come from multiple vendors and must be integrated in new automotive designs, a costly and time-consuming process. A new component system (such as a new braking system) in a fully developed prototype can take as long as four years to incorporate into a new model. Part of this time is needed to design, build and install production tools to make the new model. There is also time involved with testing the new system on test beds and in pre-production vehicles to see what happens to overall performance.Automobiles are controlled by multiple subsystems that must coordinate their functions and respond to changing conditions in and outside the automobile. Themajor systems in an automobile include the power plant, power train, braking system, running gear and others, which are linked to an on-board computer (OBC). Each of these major categories has a number of subsystems, which are connected by a network, typically a controller-area-network (CAN). There are three classes of CANs for automotive electronics in vehicles. The Class C CAN implementation is based on a 500 kbps CAN bus and the SAE J2284 physical and data-link specification. The Class C CAN is suitable for dynamic vehicle systems such as antilock braking and engine control. Class A and Class B CAN implementations support slower data rates (10-125 kbps) and are used for convenience features such as power seats, climate control, and body electronics and diagnostic systems. The OBC, which acts as a hub to these various systems, is capable of translating low-level signals from the different CAN buses.PsiNaptic can provide in-vehicle solutions for the on-board computer (OBC) interactions with the various car subsystems. Our low cost, small footprint JMatos addresses the co-existence and compatibility problems of in-vehicle subsystems — specifically the synchronization of late changes made to subsystems referred by the automotive industry as the “late binding process”. With JMatos on the OBC, the focus is on the vehicle’s internal workings, not consumer-based telematics applications, which focus on the driver or passenger.An OBC interacts with the various subsystems in an automobile, connected by CAN buses. This information is usually make and model specific and often in a proprietary format. With JMatos, the OBC and subsystems in the automobile can interact via the mechanisms specified by the Jini specification. The operational and data details specific to each subsystem can be encapsulated in service objects and, thus, hidden from other subsystems. This approach — classic in object-oriented design and implementation — allows systems to change and evolve independent of changes to underlying OBC or subsystem hardware, software, and protocols.Figure 1:A model for Telematics Control Unit interaction with automotive subsystems using JMatos™.Figure 1 is intended to be a representative model of how PsiNaptic’s JMatos™could facilitate the interaction between a TCU and an automotive subsystem. An actual implementation may differ from what is being proposed above. The steps indicated in Figure 1 are interpreted as follows:1.The Power Train, Running Gear and Power Plant are physical systems. There is acorresponding Network Service for each of those devices. The Network Service isa software representation of a physical device and provides the interface forinteracting with that device. For example, the Power Plant Network Service will acquire and translate CAN bus data, making it available in a standard format for other software entities. This will free them from having to be aware of the Power Plant details such as make, model, revision levels, etc. The Network Service is co-located with the JMatos Lookup Service (LUS) and both reside on the OBC.2.Each Network Service joins the LUS by discovering and registering itself with theLUS.3.The JMatos-enabled TCU discovers the LUS on the OBC using standardJini™ technology discovery protocols.4.The TCU obtains the ServiceRegistrar1 object and uses its methods todetermine if a Power Plant Network Service is registered.5.The TCU obtains (downloads) the Power Plant Network Service object from theOBC LUS.6.The TCU uses the methods of the Power Plant Network Service objectlocally (i.e., the object is executed on the TCU) to interact with the physical device.Benefits:•Flexibility and ease of upgrading to next generation subsystems —addition, removal of components or new code without replacing entire systems.•Future proofing of major systems, decoupling innovation and product development cycles.•Cost savings to auto manufacturers — reduced risk of co-existence, compatibility, connectivity issues when reconfiguring hardware or software.•Subsystem information translated into standard protocol.•Accessible by auto manufactures, dealerships, service centers.•Better information of what is happening under the hood.•Improved customer satisfaction.How does JMatos™ facilitate the synchronization of mobile devices in Telematics?Once a vehicle’s subsystems are equipped with JMatos™, the information and services provided by the subsystems can be easily extended to mobile devices within the vehicle. JMatos will allow TCUs and mobile devices to share applications and services in a car. The key to introducing new technology in an1 The ServiceRegistrar interface is defined in the Jini specification.automobile or telematics industry is commercial potential. The integration of in-vehicle systems with consumer electronics will create commercial potential, as consumers will finally get seamless integration of their devices and services. The initial market drivers are safety related services such as an in-vehicle / remote diagnostics, triggering a 911 call after an accident and measuring / managing a driver’s cognitive load.Many automobile industry leaders and innovators anticipate that the TCU will be an integral part of dynamic Personal Area Networks (PAN). In addition to providing services (traffic, infotainment, etc), the TCU will manage and control other mobile devices in a car. One of the main concerns today is driver distraction. For example, if a cell-phone rings whilst the driver is traveling at a high speed, the TCU will answer the phone advising the caller that the driver is not able to answer the phone and to leave a message. When the car stops, voice messages are displayed on the TCU. This would all be enabled by JMatos’ ability to allow devices to discover one another and share information and services.Mobile workforce applications are also market drivers. Business travelers can personalize a TCU in a rental car using their “preferences” service on their JMatos enabled PDA (or cell-phone). By simply bringing the two devices into proximity of each other, the TCU could be customized to the user, providing useful information (e-mail, hotel, banking, etc.), specific to the driver. Similarly, a PDA could offer its calendar/appointment service to the TCU, which could then take this information and offer the driver the appropriate maps and driving instructions (this could be particularly useful in the rental car industry).With JMatos enabling the integration of mobile devices with the in-vehicle network, it is possible for the car to always have access to the latest technology, thus offering a kind of “future-proofing” for telematics control unit manufacturers as well as synchronization of telematics services.Figure 2:A model for Telematics Control Unit interaction with mobile devices using JMatos™.Figure 2 is intended to be a representative model of how PsiNaptic’s JMatos™could facilitate the interaction between a cell phone or PDA and an automotive telematics unit. An actual implementation may differ from what is being proposed above. The steps indicated in Figure 2 are interpreted as follows:1.PDA and/or cell-phones are physical devices that provide services, such ascontent preferences, e-mail and calendaring.2.Each application joins the JMatos LUS by discovering and registering itsservice(s) with the LUS.3.The JMatos -enabled TCU discovers the LUS on the PDA using standardJini™ discovery protocols.4.The TCU obtains the ServiceRegistrar object and uses its methods todetermine if a Calendaring Service is registered.5.The TCU obtains (downloads) the Calendaring Service object from the PDA LUS.6.The TCU uses the methods of Calendaring Service object locally (i.e., theobject is executed on the TCU) to provide information to the on-board navigation subsystems.7.The TCU can combine GPS information to a Calendaring entry to providethe driver with directions/map information.Benefits:•TCUs — useful to any mobile device.•Improved Safety — meeting customer demands and government legislation.•Cost savings — product development, enhancements, recall notices.•Additional revenue — extra value-added services.•Customer flexibility — any personal device will work in any vehicle without the customer or manufacturer providing any system configuration.What will JMatos™ do beyond “late binding” and synchronization applications?As JMatos™ evolves from subsystems to synchronization with consumer devices in the vehicle, the next step is to extend the information and services as appropriate to other devices that the vehicle may encounter external to the vehicle such as service stations, parking facilities, road systems and other vehicles. These applications will be explored in more detail in another white paper.ConclusionSun Microsystems Jini™ technology has strong applications in the Telematics market; however, its current size is not practical for devices with memory and power constraints. As the many players in the Telematics industry establish the parameters and standards for the telematics industry, JMatos can be applied to address the co-existence and compatibility problems of in-vehicle subsystems, providing immediate cost benefits and future proofing technology in automobiles. Cost reductions realized by solving the “late binding” problem should be sufficient enough to justify the increased deployment of TCUs in vehicles paving the way to additional revenue opportunities from extended Telematic services.Increased presence of sophisticated TCUs and the diversity of mobile devices interacting with automobiles, presents interesting opportunities for automobile and consumer electronics manufacturers to offer new value services. Transparent interaction between devices from different manufacturers and the user's ability to easily, quickly and reliably access device services across network and physical boundaries will significantly impact the adoption of these devices and technologies.Initial commercial potentials exist for safety related applications such as wireless connectivity after an accident, in-vehicle or remote diagnostics, and enabling a TCU to measure the driver’s cognitive load to control other mobile devices in the car. By enabling the integration of mobile devices, it is possible for the car to always have access to the latest technology, thus future-proofing telematics control units.Longer term, a compelling opportunity exists for business users and auto manufacturers in the realm of brand differentiation and new revenue opportunities by integrating third party, service/content providers (location based, electronic and mobile commerce). This will include linking cars to cars, cars to the freeway infrastructure, or cars to services at businesses, such as gas stations.The extension of Jini Technology in Telematics can start today with JMatos software from PsiNaptic.About The AuthorsJudith Arato, Director, Market DevelopmentTel: (403) 720-2531 x 222e-mail jarato@Steven Knudsen, CTOTel: (403) 720-2531 x 227e-mail sknudsen@PsiNaptic Inc.216, 1200 Riverside Drive S.E.Calgary, AB T2C 2X5 CanadaPsiNaptic™ Inc.PsiNaptic’s vision is a world with pervasive, unlimited networks of intelligent objects interacting dynamically and seamlessly, on behalf of people, to improve the delivery of existing services and enable new innovative applications.PsiNaptic’s mission is to be the dominant provider of novel communication technologies that enable real-world pervasive computing applications.TerminologyAutomotive TelematicsTelematics refers to the combination of in-vehicle computing with telecommunications capabilities. Users are able to access and act upon content, applications and services residing on or available via the in-vehicle and external networks. The industry vision is to enhance driver and passenger safety, productivity and security through communication, information and convenienceservices. This is enabled by the convergence of wireless systems, global positioning and on-board automotive electronics.Pervasive ComputingA Pervasive Computing environment is defined by NIST (National Institute for Standards and Technology) as being composed of numerous, casually accessible, often invisible computing devices that are frequently mobile or embedded in the environment and connected to an increasingly ubiquitous network infrastructure which is composed of a wired core and wireless edges.Embedded DevicesA specialized computer, often hidden from the end user, used in devices and systems found in automobiles, home and office environments, appliances and hand-held units of all kinds, as well as in machines as sophisticated as space vehicles. Operating system and application functions are often combined in the same program. An embedded system implies a fixed set of functions programmed into a non-volatile memory (ROM, flash memory, etc.) in contrast to a general-purpose computing machine.Java™ TechnologyA set of technologies that enable the creation and safe running of software programs in both stand-alone and networked environments. Java™ Technology consists of Java language for writing programs a set of APIs, class libraries, and other programs used in developing, compiling and error-checking programs; and a Java virtual machine, which loads and executes the class files.Jini™ TechnologyA set of Java™ APIs that may be incorporated an optional package for any Java 2 Platform Edition. Jini™ APIs enable transparent networking of devices and services and eliminates the need for system or network administrationintervention by a user. Jini technology is currently an optional package available on all Java™ platform editions.Bluetooth™Bluetooth™ wireless communications technology is a de facto industry standard. It is a specification for small-form factor, low-cost, short-range radio links between mobile PCs, mobile phones and other portable devices. Where cables now connect many devices, a wireless Bluetooth connection will provide low-cost wireless communications and networking between devices. This enables wireless connectivity to networks and other devices anytime, anywhere. Bluetooth is based on a global radio-frequency (RF) standard, which operates on the 2.4 GHz ISM band, providing license-free operation in most of the world.Bluetooth™ Special Interest Group is an industry group comprising leaders in the telecommunications and computing industries that are driving development and promotion of Bluetooth wireless technology and bringing it to market in a broad range of products.The evolution and promotion of Bluetooth™ wireless technology within Bluetooth Special Interest Group (SIG) and in the user community is led by nine promoter group companies: 3Com, Ericsson, Intel, IBM, Lucent, Microsoft, Motorola, Nokia and Toshiba.References[1][2][3]K. Arnold, et al, The Jini™ Specification, and 2nd ed., Reading, Mass.:Addison-Wesley, 2001.Legal NoticeThe information from or through this publication is provided “as-is,” “as available,” and all warranties, express or implied, are disclaimed (including but not limited to the disclaimer of any implied warranties of merchantability and fitness for a particular purpose). No representations, warranties or guarantees whatsoever are made as to the accuracy, adequacy, reliability, timeliness, completeness, suitability or applicability of the information to a particular situation. The information may contain errors, problems or other limitations. In no event shall PsiNaptic Inc. be liable for any direct, indirect, special, incidental, or consequential damages (including damages for loss of business, loss of profits, litigation, or the like), whether based on breach of contract, breach of warranty, tort (including negligence), product liability or otherwise, even if advised of the possibility of such damages. The entire risk arising out of the use of this information remains with recipient.Any redistribution or reproduction of any materials or information contained herein is strictly prohibited. This publication and the information may be used solely for personal, informational, non-commercial purposes, and may not be modified or altered in any way. Recipient may not remove any copyright or other proprietary notices contained in the documents and information. Throughout this paper trademarked names are used. Rather than put a trademark symbol in every occurrence of a trademarked name, we state that we are using the names only in an editorial fashion and to the benefit of the trademark owner with no intention of infringement of the trademark.PsiNode™ is a trademark of PsiNaptic Inc. Other company names, brand names or product names mentioned herein may be trademarks and/or registered trademarks of their respective owners and companies.。

CCF推荐的国际学术会议和期刊目录修订版发布CCF(China Computer Federation中国计算机学会)于2010年8月发布了第一版推荐的国际学术会议和期刊目录，一年来，经过业内专家的反馈和修订，于日前推出了修订版，现将修订版予以发布。

本次修订对上一版内容进行了充实，一些会议和期刊的分类排行进行了调整，目录包括：计算机科学理论、计算机体系结构与高性能计算、计算机图形学与多媒体、计算机网络、交叉学科、人工智能与模式识别、软件工程/系统软件/程序设计语言、数据库/数据挖掘/内容检索、网络与信息安全、综合刊物等方向的国际学术会议及期刊目录，供国内高校和科研单位作为学术评价的参考依据。

目录中，刊物和会议分为A、B、C三档。

A类表示国际上极少数的顶级刊物和会议，鼓励我国学者去突破；B类是指国际上著名和非常重要的会议、刊物，代表该领域的较高水平，鼓励国内同行投稿；C类指国际上重要、为国际学术界所认可的会议和刊物。

这些分类目录每年将学术界的反馈和意见，进行修订，并逐步增加研究方向。

中国计算机学会推荐国际学术刊物（网络/信息安全）一、 A类序号刊物简称刊物全称出版社网址1. TIFS IEEE Transactions on Information Forensics andSecurity IEEE /organizations/society/sp/tifs.html2. TDSC IEEE Transactions on Dependable and Secure ComputingIEEE /tdsc/3. TISSEC ACM Transactions on Information and SystemSecurity ACM /二、 B类序号刊物简称刊物全称出版社网址1. Journal of Cryptology Springer /jofc/jofc.html2. Journal of Computer SecurityIOS Press /jcs/3. IEEE Security & Privacy IEEE/security/4. Computers &Security Elsevier http://www.elsevier.nl/inca/publications/store/4/0/5/8/7/7/5. JISecJournal of Internet Security NahumGoldmann. /JiSec/index.asp6. Designs, Codes andCryptography Springer /east/home/math/numbers?SGWID=5 -10048-70-35730330-07. IET Information Security IET /IET-IFS8. EURASIP Journal on InformationSecurity Hindawi /journals/is三、C类序号刊物简称刊物全称出版社网址1. CISDA Computational Intelligence for Security and DefenseApplications IEEE /2. CLSR Computer Law and SecurityReports Elsevier /science/journal/026736493. Information Management & Computer Security MCB UniversityPress /info/journals/imcs/imcs.jsp4. Information Security TechnicalReport Elsevier /locate/istr中国计算机学会推荐国际学术会议（网络/信息安全方向）一、A类序号会议简称会议全称出版社网址1. S&PIEEE Symposium on Security and Privacy IEEE /TC/SP-Index.html2. CCSACM Conference on Computer and Communications Security ACM /sigs/sigsac/ccs/3. CRYPTO International Cryptology Conference Springer-Verlag /conferences/二、B类序号会议简称会议全称出版社网址1. SecurityUSENIX Security Symposium USENIX /events/2. NDSSISOC Network and Distributed System Security Symposium Internet Society /isoc/conferences/ndss/3. EurocryptAnnual International Conference on the Theory and Applications of Cryptographic Techniques Springer /conferences/eurocrypt2009/4. IH Workshop on Information Hiding Springer-Verlag /~rja14/ihws.html5. ESORICSEuropean Symposium on Research in Computer Security Springer-Verlag as.fr/%7Eesorics/6. RAIDInternational Symposium on Recent Advances in Intrusion Detection Springer-Verlag /7. ACSACAnnual Computer Security Applications ConferenceIEEE /8. DSNThe International Conference on Dependable Systems and Networks IEEE/IFIP /9. CSFWIEEE Computer Security Foundations Workshop /CSFWweb/10. TCC Theory of Cryptography Conference Springer-Verlag /~tcc08/11. ASIACRYPT Annual International Conference on the Theory and Application of Cryptology and Information Security Springer-Verlag /conferences/ 12. PKC International Workshop on Practice and Theory in Public Key Cryptography Springer-Verlag /workshops/pkc2008/三、 C类序号会议简称会议全称出版社网址1. SecureCommInternational Conference on Security and Privacy in Communication Networks ACM /2. ASIACCSACM Symposium on Information, Computer and Communications Security ACM .tw/asiaccs/3. ACNSApplied Cryptography and Network Security Springer-Verlag /acns_home/4. NSPWNew Security Paradigms Workshop ACM /current/5. FC Financial Cryptography Springer-Verlag http://fc08.ifca.ai/6. SACACM Symposium on Applied Computing ACM /conferences/sac/ 7. ICICS International Conference on Information and Communications Security Springer /ICICS06/8. ISC Information Security Conference Springer /9. ICISCInternational Conference on Information Security and Cryptology Springer /10. FSE Fast Software Encryption Springer http://fse2008.epfl.ch/11. WiSe ACM Workshop on Wireless Security ACM /~adrian/wise2004/12. SASN ACM Workshop on Security of Ad-Hoc and Sensor Networks ACM /~szhu/SASN2006/13. WORM ACM Workshop on Rapid Malcode ACM /~farnam/worm2006.html14. DRM ACM Workshop on Digital Rights Management ACM /~drm2007/15. SEC IFIP International Information Security Conference Springer http://sec2008.dti.unimi.it/16. IWIAIEEE International Information Assurance Workshop IEEE /17. IAWIEEE SMC Information Assurance Workshop IEEE /workshop18. SACMATACM Symposium on Access Control Models and Technologies ACM /19. CHESWorkshop on Cryptographic Hardware and Embedded Systems Springer /20. CT-RSA RSA Conference, Cryptographers' Track Springer /21. DIMVA SIG SIDAR Conference on Detection of Intrusions and Malware and Vulnerability Assessment IEEE /dimva200622. SRUTI Steps to Reducing Unwanted Traffic on the Internet USENIX /events/23. HotSecUSENIX Workshop on Hot Topics in Security USENIX /events/ 24. HotBots USENIX Workshop on Hot Topics in Understanding Botnets USENIX /event/hotbots07/tech/25. ACM MM&SEC ACM Multimedia and Security Workshop ACM。