¾Û½¹Ö÷ÌâÒµÎñϵͳ½¨É裬֧³ÖÊý×Ö»¯×ªÐÍ
Ìá¹©ÔÆÔÉú¼Ü¹¹½â¾ö¹æ»®
ÒÔÊý¾ÝÖÐ̨ΪÖ÷ÌâµÄÊý¾ÝÈ«ÐÔÃüÖÜÆÚ²úÆ·
¸²¸ÇÖÇÄÜ·ç¿Ø¡¢Ô¶³ÌÊÓÆµÒøÐеȳ¡¾°»¯²úÆ·
ͨ¹ýÊ¢¿ªÒøÐеÈÑÓ³¤»¥ÁªÍø½ðÈÚ²úÆ·
¸²¸ÇÐÅ´ûÈ«Á÷³Ì£¬ÖúÁ¦ÆÕ»Ý½ðÈÚ
ÌṩÐÅÓþ·çÏÕÓ뱾Ǯ¼ÆÁ¿²úÆ·
¾Û½¹¼à¹ÜºÏ¹æ£¬Ç¿»¯½ðÈÚϵͳ°²È«ÐÔ
É¢²¼Ê½Ö÷Ìâϵͳ¹ú²úÊÊÅ䣬¹¹½¨½ðÈÚ°²È«µ××ù
ȫջʽÐÅ´´ÔÆÆ½Ì¨£¬Çý¶¯¶àÐÐÒµ×ÔÖ÷¿É¿Ø
ÔÆÔÉú+AIÇý¶¯£¬È«Õ»Ê½»ð¿ì²¿ÊðÓëÖÇÄÜÔËά
Á¿×ÓÃÜÔ¿·Ö·¢¼¼Êõ£¬¹¹½¨½ðÈÚ¼¶°²È«Í¨Ñ¶ÍøÂç
Êý×Ö¼¼Êõ¸³ÄÜũҵ²úÈÚ£¬¹¹½¨Öǻ۴åÂäÉú̬
´óÊý¾Ý·ç¿Ø+ÏßÉÏ»¯·þÎñ£¬ÆÆ½âÓ×΢ÈÚ×ÊÄÑÌâ
Çø¿éÁ´+AIoT¼¼ÊõÕûºÏ£¬ÓÅ»¯²úÈÚÐͬЧÄÜ
ÖÇÄܺÏÔ¼+¶àÔØÌåÖ§¸¶£¬ÍØÕ¹Ïû·Ñ³¡¾°
Êý×Ö»¯Õ½Êõ¡¢¾ÓªÔìÄ£¡¢ÁãÊÛÓëÂÌÉ«ÐÅ´ûÕ÷ѯ
¿Æ¼¼Õ½ÊõÓëϵͳȺ¼Ü¹¹¼°ÖÎÀíÑз¢¹æ»®µÈ
ÆóÒµÕûÌåÕ½Êõµ¼ÏòÈ«¾ÖÊý¾ÝÖÎÀíÓëÀûÓù滮
ÝÓÈÆÏîÄ¿½øÐÐÈ«ÐÔÃüÖÜÆÚ¹Ü¿ØÓëר¼Ò¸³ÄÜ
3-5ÄêÐÅ´´¹¤×÷ÕûÌ广»®Ôì¶©
É¢²¼Ê½¼Ü¹¹+ÖÇÄÜÔËάƽ̨£¬È«ÐÔÃüÖÜÆÚITÖÎÀí
·á˶µÄITÖÎÀí½â¾ö¹æ»®£¬±£ÏÕÒµÎñÂ½ÐøÐÔ
¿ÆÑÐ֪ʶ²úȨ¹æ»®£¬ÌáÉýÈ«ÐÔÃüÖÜÆÚÖÎÀíÄÜÁ¦
¹¤ÒµÖÇÄÜÌå+ÎïÁªÍøÓÅ»¯³ö²ú£¬´òÔìÊýÖǹ¤³§
ÔÆÔÉú+DevOpsÈ«ÐÔÃüÖÜÆÚÆ½Ì¨
×Ô¶¯»¯½¨Ä£¡¢Ö´ÐÓ×¢²âÊÔ¡¢ÒµÎñÁ÷³Ì×Ô¶¯»¯
AI+TMMi¸³ÄÜÈ«ÐÔÃüÖÜÆÚ²âÊÔ£¬ÖÇÄÜÌìÉúÓÃÀý
È«ÐÔÃüÖÜÆÚIT·þÎñ£¬PMOÕ÷ѯÓëÐÐÒµ¼¶½»¸¶

±¾µØ¹¦·ò10ÔÂ17ÈÕ£¬¼æ¾ßÈ«ÇòÊÓÒ°ºÍÖйúÆóÒµ¼Ò˼ÏëµÄÓÖÒ»¶´¼ûÖ®×÷¡¶The Power of Datafication¡·ÔÚÈ«Çò×î´ó¹æÄ£µÄ¹ú¼ÊÊéÕ¹——µÂÍõ·¨À¼¿Ë¸£ÊéÕ¹ÉÏÁÁÏà°ä²¼¡£
¸ÃÊéÊÇ5001À˹ά¼Ó˹ÐÅÏ¢¶Ê³¤¹ùΪËùÖø¡¶Êý×Ö»¯µÄÁ¦Á¿¡·µÄ³õ´ÎÒë×÷£¬ÓÉÖйúͼÊé½ø³ö¿Ú£¨¼¯ÍÅ£©ÓÐÏÞ¹«Ë¾´úÀí°æÈ¨£¬²¢×÷ΪÆìÏ“ÖйúÆóÒµ¼ÒϵÁÐͼÊ锯·ÅƳÁµã³É¾ÍÍÆ¼ö£¬ÊÀ½ç×î´óµÄÉÌÒ·à³ö°æ¹«Ë¾Ó¢¹úLID³ö°æ¼¯Íųö°æ¿¯ÐС£

°ä²¼»áÏÖ³¡£¬ÖÐÐû²¿½ø³ö¿ÚÖÎÀí¾Ö¸±¾Ö³¤¡¢Ò»¼¶Ñ²ÊÓÔ¹ØÔº£ÔÆ£¬Öйúפ·¨À¼¿Ë¸£×ÜÁìʹݸ±×ÜÁìÊÂÎéÅô·É£¬Öйú¹ú¼ÊÒµÎñÍÆ½øÎ¯Ô±»áפµÂ¹ú´ú±í´¦×Ü´ú±íºéÎý¹ú£¬·¨À¼¿Ë¸£ÊéÕ¹¸±×ܾÀíClaudia Kaiser£¬Öйú³ö°æ¼¯ÍÅÓÐÏÞ¹«Ë¾¸±×ܾÀíÕź꣬ÖÐͼ¹«Ë¾¸±×ܾÀí²ÜÇìÄþ¡¢×ܾÀíÖúÀíÀ×½¨»ª£¬LID³ö°æ¼¯ÍŶʳ¤Marcelino Elosua¡¢ÓªÔ˳¤Martin Liu£¬Â×¶ØÉÌѧԺ¸±Ôº³¤Helen Kerkentzes¡¢ÖйúÇø¸ß¹Ü½ÌÓýÕÆ¹ÜÈ˼°¸ÃÊéÒëÕß¿ÂÁ¼ºèµÈÖÐ±í·½¼Î±ö³öϯ²¢¼ûÖ¤¡£
ÐÂÊé°ä²¼£¬ÖйúÆóÒµ¼ÒµÄÊý×Ö»¯ÖÇ»Û×ßÏòÊÀ½çÎę̀
¡¶The Power of Datafication¡·µÄ³ö°æ¿¯ÐУ¬¼ÈÍÆ½øÁË¿çÎÄ»¯µÄ»¥»»ÓëºÏ×÷£¬Ò²ÎªÈ«ÇòÆóÒµ¼ÒºÍÖÎÀíÕßÌṩÁ˹óÖØµÄ֪ʶºÍÆôµÏ£¬ÊÇÖйúÊý×Ö»¯ÀíÏë³öº£µÄÀï³Ì±®Ö®Ò»¡£

ÖÐÐû²¿½ø³ö¿ÚÖÎÀí¾Ö¸±¾Ö³¤¡¢Ò»¼¶Ñ²ÊÓÔ¹ØÔº£ÔÆÔÚÖ´ÇÖÐÖ¸³ö£¬¡¶The Power of Datafication¡·Ò»Ê飬½áºÏÁË5001À˹ά¼Ó˹ÊýÂëµÄ·¢Õ¹³É¾Í¡¢ÖÐͼ¹«Ë¾ÓÅÁ¼µÄ¹ú¼Ê»¥»»ÄÜÁ¦£¬LID³ö°æ¼¯ÍŵÄרҵˮƽ£¬ÊÇÖйúÆóÒµÓë¹ú¼ÊÉî¿Ì»¥¶¯µÄ³ÁÒª·¶Àý£»µÈ´ýͨ¹ý¡¶The Power of Datafication¡·°ä²¼µÄÆõ»ú£¬ÄÜÓиü¶àµÄÖйúÓÅÁ¼ÆóÒµÎÄ»¯×ßÏòº£±í£¬ÎªÖбíÆóÒµºÏ×÷´øÀ´Ð»úÔµ£¬ÎªÖбíÎÄ»¯»¥»»´øÀ´Å³¯Æø¡£

Öйúפ·¨À¼¿Ë¸£×ÜÁìʹݸ±×ÜÁìÊÂÎéÅô·É°µÊ¾£¬¡¶Êý×Ö»¯µÄÁ¦Á¿¡·×÷Ϊ¹ùΪÏÈÉúÔÚÊý×Ö»¯ÁìÓòµÄÊײ¿Á¦×÷£¬Äý¹ÌÁËÖйúÆóÒµ¼ÒµÄÖǻۣ¬³ä·ÖչʾÁËÖйúÐÅÏ¢¿Æ¼¼ÆóÒµµÄ·¢Õ¹³É¾Í£»ÏàÐű¾ÊéÓ¢ÎİæµÄ³ö°æ¿ÉÄÜÈõ¹ú¡¢ÈÃÊÀ½ç¶ÁÕßÏàʶÊý×Ö»¯ÁìÓòÖйúÆóÒµ¼ÒµÄ¹ÊÊ£¬¸üºÃµØÍƽøÖйúÆóÒµÓëÊÀ½çµÄ»¥»»¡£

·¨À¼¿Ë¸£ÊéÕ¹¸±×ܾÀíClaudia Kaiser¶Ô±¾ÊéµÄ°ä²¼°µÊ¾×£ºØ£¬²¢ÈÈÁÒÓ½ÓÖйú׿ԽÆóÒµ¼ÒµÄÖøÊöºÍÖйúÆóÒµÓйØÍ¼Êéͨ¹ý·¨À¼¿Ë¸£ÊéÕ¹ÁÁÏ࣬µÈ´ý½«À´Óиü¶àÈç¡¶The Power of Datafication¡·ÕâÑùÓÅÁ¼Í¼Êé½èÖúÊéչƽ̨½øÐгö°æ»¥»»»î¶¯¡£

¡¶The Power of Datafication¡·×÷Õß¡¢5001À˹ά¼Ó˹ÊýÂë¶Ê³¤¹ùΪÔÚÖ´ÇÖÐ̸µ½£º·¨À¼¿Ë¸£ÊéÕ¹Êdzö°æ½çµÄÒ»´ÎÊ¢»á£¬½ñÌ죬ÎÒÃÇÔÚÕâÀï°ä²¼¡¶The Power of Datafication¡·£¬ÏÖʵÉÏÒ²ÊÇÏòÊÀ½çÐû¸æ£¬Ò»¸öÓбðÓÚ¹¤Òµ»¯Ê±ÆÚµÄ¡¢ÐÂʱÆÚµÄµ½À´¡£¡¶The Power of Datafication¡·ÊÇÎÒºÍÍŶÓÔÚʵ¼ÊºÍ¹Û²ìÖв»ÐÝ×ܽáµÄ³É¾Í£¬Ò²ÊÇÎÒÃÇÔÚÓë¹ú¼ÊÏȽø¹ú¶È¡¢ÆóÒµºÍר¼Ò»¥»»½ø½¨µÄÒ»´Î»ã±¨¡£Í¸¹ýÕâ±¾Ê飬ÎÒµ«Ô¸Ô®ÊÖ¸÷ÈËÀåÇ壺Êý×Ö»¯£¬²»ÊÇÐÅÏ¢»¯¡£×î½ü£¬ÈËΪÖÇÄÜÁìÓòµÄÏÈÇýHintonÈÙ»ñŵ±´¶ûÎïÀíѧ½±£¬³ÉΪ¼ÌÈËΪÖÇÄܸÅÏëÌá³öÕßÖ®Ò»Herbert A. SimonÖ®ºó£¬ÓÖһλͬʱ»ñµÃͼÁé½±ºÍŵ±´¶û½±µÄ׿ԽѧÕß¡£ÕâÒ²×ôÖ¤ÁËÊý×Ö»¯Ê±ÆÚµÄµ½À´¡£ÐÂÖʳö²úÁ¦¾ÍÊÇ“Datafication”£¬¼´ÀûÓÃÊý×Ö»¯¼¼Êõ£¬¶ÔËùÓÐÐÐÒµ½øÐÐתÐÍÉý¼¶£¬Í¨¹ýÊý¾Ý×ʲúµÄÀÛ»ý£¬ÒÔ¼°ÓÃÊý¾Ý×ʲúÈ¡´ú´«Í³×ʲú£¬´ßÉúеijö²úÁ¦ºÍÐÔÃüÁ¦¡£

Öйú³ö°æ¼¯ÍÅÓÐÏÞ¹«Ë¾¸±×ܾÀíÕźêÔò°µÊ¾£¬¡¶The Power of Datafication¡·ÊÇ“ÖйúÆóÒµ¼ÒϵÁÐͼÊ锯·ÅƵijÁÒª³É¾Í£»Öйú³ö°æ¼¯ÍŽ«Ð¯ÖÐͼ¹«Ë¾ÝÓÈÆ¹ùΪÏÈÉú×îÐÂÁ¦×÷³ÖÐø·¢Õ¹·Òë³ö°æÏîÄ¿£¬À©´ó“ÖйúÆóÒµ¼ÒϵÁÐͼÊ锯·ÅÆÐ§Ó¦£¬Ïòº£±íÊܶàչʾÖйúÆóÒµ¼ÒµÄÐÐҵ˼ÂÇÓëÕ½ÊõÑÛ¹â£¬ÎªÍÆ½øÊÀ½ç¾¼Ã·¢Õ¹ÌṩÖйúÖǻۡ£

LID³ö°æ¼¯ÍÅÓªÔ˳¤Martin Liu³Æ£¬¡¶The Power of Datafication¡·ÊÇÒ»²¿Àï³Ì±®Ê½µÄ¾Þ×÷£¬Ò²ÎÞÒÉ»áÐγÉÓÆ¾ÃµÄÓ°ÏìÁ¦£¬Íƶ¯ÓйØÁìÓò³ö²ú×êÑÐÐγɳ¬¹ý£»Õâ±¾ÊéÊǹùΪÏÈÉúµÄÖǻ۽ᾧ£¬¸ü´ú±í×ÅËû¶ÔÈËÀàÖÇ»ÛÁ¦Á¿µÄ¼á¶¨ÐÅÏë¡£

°ä²¼»áÏÖ³¡£¬¡¶¹¦·òµÄÁ¦Á¿¡·Ç©Ô¼µäÀñͬ²½½øÐУ¬ÖÐͼ¹«Ë¾Ò²Í¬LID³ö°æ¼¯ÍÅ´ï³ÉÕ½ÊõºÏ×÷¡£
ÒÔÊéΪý£¬ÔÚÈ«Çò¿Æ¼¼Ç°ÑØÁìÓò½²ºÃÖйú¹ÊÊÂ
°ä²¼»áϰ볡£¬´ÓÒ»³¡ÒÔ“Êý×Ö»¯£ºÈ«ÇòÊÓÒ°ÓëÖйú¹ÊÊ”ΪÖ÷ÌâµÄÔ²×À¶Ô»°ÆðÍ·¡£
¹ùΪ¡¢Marcelino Elosua¡¢Helen Kerkentzes¡¢À×½¨»ª¡¢¿ÂÁ¼ºèÝÓÈÆ¡¶The Power of Datafication¡·µÄÀíÏëÄںˡ¢ÖйúÊý×Ö»¯ÀíÏë¹ÊʵÄÈ«ÇòÐðÊöµÈ»°Ì⣬±ðÀë´ÓÖйúÆóÒµµÄÒ»Ïßʵ¼ÊË÷Çó¡¢ÈôºÎÔÚÈ«Çò¿Æ¼¼Ç°Ñؽ²ºÃÖйú¹ÊÊ¡¢Å·ÖÞ¶ÁÕß¶ÔÓÚÖйúÊý×Ö»¯¹ÊÊµĹØ×¢¶ÈµÈ·ÖÆçÊӽǷ¢Õ¹·ÖÏí¡£

ÔÚ»áÉÌ¡¶The Power of Datafication¡·µÄÖ÷ÌâÀíÏëʱ£¬¹ùΪ¶óÒª¼òÒªµÄÖ¸³ö£¬ÆóÒµÔËÓª´æÔÚÈý¸öÖ÷Ì⶯Á¦£ºÃ³Ò×ģʽ£¨Business Architecture£©¡¢ÖÎÀíģʽ£¨Management Architecture£©£¬ÒÔ¼°¼¼ÊõµÄ³ÖÐøË¢Ð¡£ÕâÈý¸öÖ÷Ì⶯Á¦Ï໥×÷ÓúÍÐýת£¬»á´øÀ´µÄһϵÁб䶯¡£Õâ±¾ÊéÖ»ÊǾ޴óÀíÂÛϵͳµÄÒ»²¿ÃÅ£¬ËüÊÔͼ²ûÊÍÔÚÊý×ÖʱÆÚ£¬ÆóÒµÈôºÎͨ¹ýÀí½âºÍÀûÓÃÕâÈý¸öÖ÷Ì⶯Á¦À´ÊÊÓ¦ºÍÒýÁìóÒ×ģʽµÄˢС£
À×½¨»ª½éÉÜ£¬ÖÐͼ¹«Ë¾ÔÚ“×ß³öÈ¥”µÄ¹ý³ÌÖÐÒ²Ò»ÏòÔÚѰÕÒ¹úÄÚµÄÓÅÁ¼ÎÄÕ¡£¡¶The Power of Datafication¡·ÌåÏÖÁËÈ«Çò¿Æ¼¼Ç°ÑØÁìÓòµÄÖйúÐðÊ£¬Îªº£±í¶ÁÕß´øÀ´ÌìÈ»µÄ¿ÉÐŶȡ£ÔÚ±¾´ÎÕ¹»áµÄ½áºÏչ̨ÉÏ£¬¡¶The Power of Datafication¡·±¸Êܺ£±í¶ÁÕß¹Ø×¢ºÍÓ½Ó£¬ÕâÒ²Ö¤ÁËÈ»ËüÊǽ²ÊöÖйú¹ÊʵÄÒ»¸ö¾ø¼ÑÔØÌå¡£
Marcelino Elosua´Óº£±í³ö°æÉ̵ĽǶÈÖ¸³ö£¬¡¶The Power of Datafication¡·ÖÐ̽ÇóµÄÊý×Ö»¯×ªÐÍ¡¢Êý¾ÝÇý¶¯µÄ´´ÐÂÒÔ¼°ÈËΪÖÇÄܵÄÀûÓõÈÖ÷Ì⣬ÕýÊÇÅ·ÖÞÆóÒµºÍÕþ²ßÔì¶©Õß»ý¼«Ë÷ÇóµÄÁìÓò¡£Í¨¹ýÕâ±¾Ê飬ŷÖ޵ĶÁÕß²»½öÄÜ»ñµÃÐÂ֪ʶºÍÁé¸Ð£¬»¹¿ÉÄÜ·¢ÏÖÓëÖйúÆóÒµºÏ×÷µÄлúÔµ¡£
×÷Ϊ¹ú¼Ê¶¥¼âÉÌѧԺµÄ´ú±í£¬Helen KerkentzesÌáµ½£¬Â×¶ØÉÌѧԺ×î½ü¶Ô5001À˹ά¼Ó˹ÊýÂëµÄÊý×Ö»¯×ªÐͽøÐÐÁËÉî¿Ì×êÑУ¬²¢±àдÁËÓйذ¸Àý¡£ËýÒÔΪ£¬°¸ÀýÊÇÊéÖÐÄÚÈݵÄËõÓ°£¬Õ¹Ê¾ÁËÔÚÊý×ÖʱÆÚ£¬×î³É¹¦µÄ¹«Ë¾½«ÊÇÄÇЩʼÖÕά³Ö¾¯Ìè¡¢²»ÐݳÁÐÂ˼ÂÇÆäÊý×Ö¼¼ÊõÕ½ÊõµÄ¹«Ë¾¡£¡¶The Power of Datafication¡·²»½öÊÇÒ»±¾¹ØÓÚÆóÒµÊý×Ö»¯×ªÐ͵ÄÐж¯Ö¸ÄÏ£¬¸üÊÇÊý×Ö»¯Ê±ÆÚÀíÂÛÓëʵ¼ÊÏà½áºÏµÄ׿Խ·¶Àý¡£
ÔÚ̸¼°ÖйúÊý×Ö»¯ÀíÏë³öº£Ê±£¬¹ùΪ°µÊ¾£¬Ç®ÖÓÊéÏÈÉúÔøËµÎÄ»¯ÊÇÈËÀ๲ͬµÄÓ°Ïó¡£ÎÒдÕâ±¾Ê飬¾ÍÊǵ«Ô¸°Ñ³É³¤µÄÓ°ÏóºÍ¾Ñé·ÖÏí³öÀ´¡£ÄÇôÈôºÎÈÃÕâЩ¾ÀúÔÚÈ«ÊÀ½çÁìÓòÄÚÈ¥²úÉú¹²Ê¶£¿Ðû´«×ÔÉíÊÇÎÞÁ¦µÄ£¬Ö»Óй²Ê¶¡¢¹²ÕñÄÜÁ¦²úÉúÁ¦Á¿¡£¶øÎÄ»¯µÄÁ¦Á¿£¬¾ÍÊÇÈÃÎÒÃÇÈ¥ÕÒµ½ÄÚÐÄÊÀ½ç×îÈáÈíµÄÄÇÒ»¿é£¬½ø¶ø²úÉú¹²Ê¶¡£
»î¶¯×îºó£¬¹ùΪ»¹ÎªÏÖ³¡Öбí¼Î±ö¡¢Ã½Ìå½øÐÐÐÂÊéÇ©Ôù¡£½«À´£¬¡¶The Power of Datafication¡·£¬²»½ö½«Îª¶ÁÕß´øÀ´¹ØÓÚÊý×Ö»¯×ªÐ͵ÄÉî¿Ì¼û½â£¬»¹½«ÔÚÈ«ÇòÁìÓòÄÚÒý·¢¶ÔÖйúÆóÒµÊý×Ö»¯Êµ¼ÊµÄ¿í·ºÐËÖºÍÉî¿Ì»áÉÌ¡£